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NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=MsCSn0rlpP
oral
2410.22473
The State of Data Curation at NeurIPS: An Assessment of Dataset Development Practices in the Datasets and Benchmarks Track
[ "Eshta Bhardwaj", "Harshit Gujral", "Siyi Wu", "Ciara Zogheib", "Tegan Maharaj", "Christoph Becker" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=MojU63gze2
poster
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
[ "Manuel Meier", "Berken Utku Demirel", "Christian Holz" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Md1mEoPEaQ
poster
2411.07336
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models
[ "Nicholas Andrew Dronen", "Bardiya Akhbari", "Manish Gawali" ]
[ "https://github.com/amazon-science/setlexsem-challenge" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Mbd3QxXjq5
oral
2402.10176
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
[ "Shubham Toshniwal", "Ivan Moshkov", "Sean Narenthiran", "Daria Gitman", "Fei Jia", "Igor Gitman" ]
https://huggingface.co/papers/2402.10176
[ "https://github.com/kipok/nemo-skills" ]
[ "featherless-ai/try-this-model", "Granther/try-this-model", "Darok/Featherless-Feud", "emekaboris/try-this-model", "SC999/NV_Nemotron" ]
[ "nvidia/OpenMath-Mistral-7B-v0.1-hf", "nvidia/OpenMath-Mistral-7B-v0.1", "nvidia/OpenMath-CodeLlama-70b-Python-hf", "nvidia/OpenMath-CodeLlama-7b-Python-hf", "nvidia/OpenMath-CodeLlama-70b-Python", "nvidia/OpenMath-Llama-2-70b", "nvidia/OpenMath-CodeLlama-7b-Python", "nvidia/OpenMath-CodeLlama-34b-Python", "nvidia/OpenMath-Llama-2-70b-hf", "nvidia/OpenMath-CodeLlama-13b-Python", "nvidia/OpenMath-CodeLlama-13b-Python-hf", "nvidia/OpenMath-CodeLlama-34b-Python-hf", "RichardErkhov/nvidia_-_OpenMath-Mistral-7B-v0.1-hf-gguf", "nold/OpenMath-Mistral-7B-v0.1-hf-GGUF", "RichardErkhov/nvidia_-_OpenMath-CodeLlama-7b-Python-hf-4bits", "RichardErkhov/nvidia_-_OpenMath-CodeLlama-7b-Python-hf-8bits" ]
[ "nvidia/OpenMathInstruct-1", "kunishou/OpenMathInstruct-1-1.8m-ja", "nvidia/OpenMath-MATH-masked", "nvidia/OpenMath-GSM8K-masked" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=MYyGhe9MBg
poster
2407.05965
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
[ "Yibo Miao", "Yifan Zhu", "Lijia Yu", "Jun Zhu", "Xiao-Shan Gao", "Yinpeng Dong" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=MUnPBKBaCY
poster
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods
[ "Jiamian Hu", "Hong Yuanyuan", "Yihua Chen", "He Wang", "Moriaki Yasuhara" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=MU2s9wwWLo
poster
2408.14339
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
[ "Xindi Wu", "Dingli Yu", "Yangsibo Huang", "Olga Russakovsky", "Sanjeev Arora" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=MS4oxVfBHn
poster
2406.15187
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis
[ "Yulong Hui", "Yao Lu", "Huanchen Zhang" ]
https://huggingface.co/papers/2406.15187
[ "https://github.com/qinchuanhui/uda-benchmark" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=M91nJrBrqG
poster
2406.12214
Is Your HD Map Constructor Reliable under Sensor Corruptions?
[ "Xiaoshuai Hao", "Mengchuan Wei", "Yifan Yang", "Haimei Zhao", "Hui Zhang", "Yi ZHOU", "Qiang Wang", "Weiming Li", "Lingdong Kong", "Jing Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=M5JW7O9vc7
poster
: Democratized LLM Scaling for A Large Model Zoo in the Wild
[ "Xinyu Zhao", "Guoheng Sun", "Ruisi Cai", "Yukun Zhou", "Pingzhi Li", "Peihao Wang", "Bowen Tan", "Yexiao He", "Li Chen", "Yi Liang", "Beidi Chen", "Binhang Yuan", "Hongyi Wang", "Ang Li", "Zhangyang Wang", "Tianlong Chen" ]
[ "https://github.com/model-glue/model-glue" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=M32Ldpp4Oy
poster
2411.00773
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
[ "Bowen Li", "Zhaoyu Li", "Qiwei Du", "Jinqi Luo", "Wenshan Wang", "Yaqi Xie", "Simon Stepputtis", "Chen Wang", "Katia P. Sycara", "Pradeep Kumar Ravikumar", "Alexander G. Gray", "Xujie Si", "Sebastian Scherer" ]
[ "https://github.com/Jaraxxus-Me/LogiCity" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=LdxNWDNvC3
poster
2406.18846
AFBench: A Large-scale Benchmark for Airfoil Design
[ "Jian Liu", "Jianyu Wu", "Hairun Xie", "Guoqing zhang", "Jing Wang", "Liu Wei", "Wanli Ouyang", "Junjun Jiang", "Xianming Liu", "SHIXIANG TANG", "Miao Zhang" ]
[ "https://github.com/hitcslj/afbench" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=LdRZ9SFBku
poster
2302.06891
UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training
[ "Biao Gong", "Shuai Tan", "Yutong Feng", "Xiaoying Xie", "Yuyuan Li", "Chaochao Chen", "Kecheng Zheng", "Yujun Shen", "Deli Zhao" ]
https://huggingface.co/papers/2302.06891
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=LXgbgMOygH
poster
NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning
[ "Chuanyi Xue", "Qihan Liu", "Xiaoteng Ma", "Xinyao Qin", "Ning Gui", "Yang Qi", "Jinsheng Ren", "Bin Liang", "Jun Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=LOcLhezm1C
poster
2410.22677
Is Function Similarity Over-Engineered? Building a Benchmark
[ "Rebecca Saul", "Chang Liu", "Noah Fleischmann", "Richard J Zak", "Kristopher Micinski", "Edward Raff", "James Holt" ]
[ "https://github.com/FutureComputing4AI/Reverse-Engineering-Function-Search" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=LFCWIE5iS2
poster
2410.20081
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
[ "Viswanath Sivakumar", "Jeffrey Seely", "Alan Du", "Sean R Bittner", "Adam Berenzweig", "Anuoluwapo Bolarinwa", "Alexandre Gramfort", "Michael I Mandel" ]
[ "https://github.com/facebookresearch/emg2qwerty" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=LC1QAqhePv
poster
2401.07950
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
[ "Dan Zhang", "Ziniu Hu", "Sining Zhoubian", "Zhengxiao Du", "Kaiyu Yang", "Zihan Wang", "Yisong Yue", "Yuxiao Dong", "Jie Tang" ]
https://huggingface.co/papers/2401.07950
[ "https://github.com/thudm/sciglm" ]
[]
[ "zd21/SciGLM-6B" ]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=L4yLhMjCOR
poster
3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition
[ "Mahmoud Ahmed", "Xiang Li", "Arpit Prajapati", "Mohamed Elhoseiny" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=L0oSfTroNE
poster
2401.12794
Benchmarking LLMs via Uncertainty Quantification
[ "Fanghua Ye", "Mingming Yang", "Jianhui Pang", "Longyue Wang", "Derek F. Wong", "Emine Yilmaz", "Shuming Shi", "Zhaopeng Tu" ]
https://huggingface.co/papers/2401.12794
[ "https://github.com/smartyfh/llm-uncertainty-bench" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Kxta8IInyN
poster
2407.10725
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
[ "Jing Yao", "Xiaoyuan Yi", "Xing Xie" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=KoSSEp6Du5
poster
2409.18111
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
[ "Ye Liu", "Zongyang Ma", "Zhongang Qi", "Yang Wu", "Ying Shan", "Chang Wen Chen" ]
https://huggingface.co/papers/2409.18111
[ "https://github.com/PolyU-ChenLab/ETBench" ]
[]
[ "PolyU-ChenLab/ETChat-Phi3-Mini-Stage-1", "PolyU-ChenLab/ETChat-Phi3-Mini-Stage-2", "PolyU-ChenLab/ETChat-Phi3-Mini-Stage-3" ]
[ "PolyU-ChenLab/ET-Instruct-164K", "PolyU-ChenLab/ETBench" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Km2XEjH0I5
poster
2406.03618
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
[ "Avi Caciularu", "Alon Jacovi", "Eyal Ben-David", "Sasha Goldshtein", "Tal Schuster", "Jonathan Herzig", "Gal Elidan", "Amir Globerson" ]
https://huggingface.co/papers/2406.03618
[ "" ]
[]
[]
[ "google/TACT" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=KgeQqLI7OD
poster
2410.18823
Towards Visual Text Design Transfer Across Languages
[ "Yejinchoi", "Jiwan Chung", "Sumin Shim", "Giyeong Oh", "Youngjae Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=KZlJF8kguO
oral
2411.08343
Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
[ "Christopher Wang", "Adam Uri Yaari", "Aaditya K Singh", "Vighnesh Subramaniam", "Dana Rosenfarb", "Jan DeWitt", "Pranav Misra", "Joseph R. Madsen", "Scellig Stone", "Gabriel Kreiman", "Boris Katz", "Ignacio Cases", "Andrei Barbu" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=KZLE5BaaOH
poster
2402.10260
A StrongREJECT for Empty Jailbreaks
[ "Alexandra Souly", "Qingyuan Lu", "Dillon Bowen", "Tu Trinh", "Elvis Hsieh", "Sana Pandey", "Pieter Abbeel", "Justin Svegliato", "Scott Emmons", "Olivia Watkins", "Sam Toyer" ]
https://huggingface.co/papers/2402.10260
[ "https://github.com/alexandrasouly/strongreject" ]
[]
[]
[ "walledai/StrongREJECT" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=KYxzmRLF6i
oral
2406.14991
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation
[ "Zeyao Ma", "Bohan Zhang", "Jing Zhang", "Jifan Yu", "Xiaokang Zhang", "Xiaohan Zhang", "Sijia Luo", "Xi Wang", "Jie Tang" ]
https://huggingface.co/papers/2406.14991
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=K6b8LCXBeQ
poster
2408.03361
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
[ "pengcheng chen", "Jin Ye", "Guoan Wang", "Yanjun Li", "Zhongying Deng", "Wei Li", "Tianbin Li", "Haodong Duan", "Ziyan Huang", "Yanzhou Su", "Benyou Wang", "Shaoting Zhang", "Bin Fu", "Jianfei Cai", "Bohan Zhuang", "Eric J Seibel", "Junjun He", "Yu Qiao" ]
https://huggingface.co/papers/2408.03361
[ "https://github.com/uni-medical/GMAI-MMBench" ]
[]
[]
[ "OpenGVLab/GMAI-MMBench" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=JrJW21IP9p
poster
Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection
[ "Yuli Wang", "Peng jian", "Yuwei Dai", "Craig Jones", "Haris I. Sair", "Jinglai Shen", "Nicolas Loizou", "jing wu", "Wen-Chi Hsu", "Maliha Rubaiyat Imami", "Zhicheng Jiao", "Paul J Zhang", "Harrison Bai" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Jfg3vw2bjx
poster
2406.18518
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
[ "Zuxin Liu", "Thai Quoc Hoang", "Jianguo Zhang", "Ming Zhu", "Tian Lan", "Shirley Kokane", "Juntao Tan", "Weiran Yao", "Zhiwei Liu", "Yihao Feng", "Rithesh R N", "Liangwei Yang", "Silvio Savarese", "Juan Carlos Niebles", "Huan Wang", "Shelby Heinecke", "Caiming Xiong" ]
https://huggingface.co/papers/2406.18518
[ "" ]
[ "Tonic/Salesforce-Xlam-7b-r", "Tonic/On-Device-Function-Calling", "nerozhao/Model_Test", "fangchagnjun/LLAMA3.2" ]
[ "Salesforce/xLAM-7b-fc-r", "Salesforce/xLAM-1b-fc-r", "Salesforce/xLAM-8x22b-r", "Salesforce/xLAM-7b-r", "Salesforce/xLAM-1b-fc-r-gguf", "Salesforce/xLAM-7b-fc-r-gguf", "Salesforce/xLAM-8x7b-r", "QuantFactory/xLAM-7b-fc-r-GGUF", "QuantFactory/xLAM-1b-fc-r-GGUF", "RichardErkhov/Salesforce_-_xLAM-8x7b-r-gguf", "jncraton/xLAM-1b-fc-r-ct2-int8", "RichardErkhov/Salesforce_-_xLAM-1b-fc-r-gguf", "RichardErkhov/Salesforce_-_xLAM-7b-r-gguf", "RichardErkhov/Salesforce_-_xLAM-7b-fc-r-gguf", "RichardErkhov/Salesforce_-_xLAM-8x22b-r-gguf", "RichardErkhov/Salesforce_-_xLAM-7b-r-4bits", "RichardErkhov/Salesforce_-_xLAM-7b-r-8bits" ]
[ "Salesforce/xlam-function-calling-60k", "argilla/Synth-APIGen-v0.1", "argilla/apigen-function-calling", "argilla-warehouse/synth-apigen-qwen", "argilla-warehouse/synth-apigen-llama", "plaguss/pipe_with_citation", "plaguss/synth-apigen-llama-exec", "plaguss/synth-apigen-qwen-exec" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Jaye8aWpmZ
poster
2402.11100
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
[ "Yinghui Li", "Qingyu Zhou", "Yuanzhen Luo", "Shirong Ma", "Yangning Li", "Hai-Tao Zheng", "Xuming Hu", "Philip S. Yu" ]
[ "https://github.com/thukelab/flub" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=JU0QvhhfVp
oral
2406.08649
MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction
[ "John Arevalo", "Ellen Su", "Anne E Carpenter", "Shantanu Singh" ]
https://huggingface.co/papers/2406.08649
[ "https://github.com/carpenter-singh-lab/motive" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=JRMSC08gSF
poster
2406.05053
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
[ "Nachiket Kotalwar", "Alkis Gotovos", "Adish Singla" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=JLvtwGlezU
poster
A Practitioner's Guide to Real-World Continual Multimodal Pretraining
[ "Vishaal Udandarao", "Karsten Roth", "Sebastian Dziadzio", "Ameya Prabhu", "Mehdi Cherti", "Oriol Vinyals", "Olivier J Henaff", "Samuel Albanie", "Zeynep Akata", "Matthias Bethge" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=J9oefdGUuM
poster
2408.08067
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
[ "Dongyu Ru", "Lin Qiu", "Xiangkun Hu", "Tianhang Zhang", "Peng Shi", "Shuaichen Chang", "Cheng Jiayang", "Cunxiang Wang", "Shichao Sun", "Huanyu Li", "Zizhao Zhang", "Binjie Wang", "Jiarong Jiang", "Tong He", "Zhiguo Wang", "Pengfei Liu", "Yue Zhang", "Zheng Zhang" ]
https://huggingface.co/papers/2408.08067
[ "https://github.com/amazon-science/ragchecker" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=IlFk5U9cEg
oral
2406.19073
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
[ "Irina Saparina", "Mirella Lapata" ]
[ "https://github.com/saparina/ambrosia" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=IkA54A6KKe
oral
: A Library for Efficient Data Attribution
[ "Junwei Deng", "Ting Wei Li", "Shiyuan Zhang", "Shixuan Liu", "Yijun Pan", "Hao Huang", "Xinhe Wang", "Pingbang Hu", "Xingjian Zhang", "Jiaqi Ma" ]
[ "https://github.com/trais-lab/dattri" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Ich4tv4202
poster
2406.18495
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
[ "Seungju Han", "Kavel Rao", "Allyson Ettinger", "Liwei Jiang", "Bill Yuchen Lin", "Nathan Lambert", "Yejin Choi", "Nouha Dziri" ]
https://huggingface.co/papers/2406.18495
[ "https://github.com/allenai/wildguard" ]
[]
[ "allenai/wildguard", "iknow-lab/llama-3.2-3B-wildguard-ko-2410", "RichardErkhov/iknow-lab_-_llama-3.2-3B-wildguard-ko-2410-gguf" ]
[ "allenai/wildguardmix", "allenai/xstest-response", "walledai/WildGuardTest", "iknow-lab/wildguardmix-test-ko", "iknow-lab/wildguardmix-train-ko-11k", "iknow-lab/wildguardmix-train-ko" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=I79q7wIRkS
poster
: simulation framework for accelerating research in Private Federated Learning
[ "Filip Granqvist", "Congzheng Song", "Áine Cahill", "Rogier van Dalen", "Martin Pelikan", "YI SHENG CHAN", "Xiaojun Feng", "Natarajan Krishnaswami", "Vojta J", "Mona Chitnis" ]
[ "https://github.com/apple/pfl-research" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=I2VOdtAc3H
poster
Off to new Shores: A Dataset Benchmark for (near-)coastal Flood Inundation Forecasting
[ "Brandon Victor", "Mathilde Letard", "Peter Jack Naylor", "Karim Douch", "Nicolas Longépé", "Zhen He", "Patrick Ebel" ]
[ "https://github.com/multihuntr/gff" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=I2Q3XwO2cz
poster
2407.11743
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
[ "Joshua Veitch-Michaelis", "Andrew Cottam", "Daniella Schweizer", "Eben Broadbent", "David Dao", "Ce Zhang", "Angelica Almeyda Zambrano", "Simeon Max" ]
https://huggingface.co/papers/2407.11743
[ "https://github.com/restor-foundation/tcd" ]
[]
[]
[ "restor/tcd" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=I0zpivK0A0
poster
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth
[ "Wei Chen", "Xixuan Hao", "wu yuankai", "Yuxuan Liang" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=HdIiSPLgzC
poster
2406.11271
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
[ "Anas Awadalla", "Le Xue", "Oscar Lo", "Manli Shu", "Hannah Lee", "Etash Kumar Guha", "Sheng Shen", "Mohamed Awadalla", "Silvio Savarese", "Caiming Xiong", "Ran Xu", "Yejin Choi", "Ludwig Schmidt" ]
https://huggingface.co/papers/2406.11271
[ "https://github.com/mlfoundations/mint-1t" ]
[]
[]
[ "mlfoundations/MINT-1T-HTML", "mlfoundations/MINT-1T-ArXiv", "Salesforce/blip3-kale", "mlfoundations/MINT-1T-PDF-CC-2024-18", "mlfoundations/MINT-1T-PDF-CC-2023-50", "mlfoundations/MINT-1T-PDF-CC-2024-10", "mlfoundations/MINT-1T-PDF-CC-2023-06", "mlfoundations/MINT-1T-PDF-CC-2023-40", "mlfoundations/MINT-1T-PDF-CC-2023-23", "mlfoundations/MINT-1T-PDF-CC-2023-14" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=HcLFNuQwy5
poster
2405.08807
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
[ "Jonathan Roberts", "Kai Han", "Neil Houlsby", "Samuel Albanie" ]
https://huggingface.co/papers/2405.08807
[ "https://github.com/jonathan-roberts1/SciFIBench" ]
[]
[]
[ "jonathan-roberts1/SciFIBench" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=HV5JhUZGpP
poster
2409.17827
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text
[ "Siyan Wang", "Bradford Levy" ]
https://huggingface.co/papers/2409.17827
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=HRkwnZewLC
poster
2409.16756
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
[ "Lukas Klein", "Carsten T. Lüth", "Udo Schlegel", "Till J. Bungert", "Mennatallah El-Assady", "Paul F Jaeger" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=HB5q6pC5eb
oral
2405.19740
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
[ "Jiatong Li", "Renjun Hu", "Kunzhe Huang", "Yan Zhuang", "Qi Liu", "Mengxiao Zhu", "Xing Shi", "Wei Lin" ]
[ "https://github.com/aigc-apps/perteval" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=H5bUdfM55S
poster
2410.10816
LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
[ "Tianwei Xiong", "Yuqing Wang", "Daquan Zhou", "Zhijie Lin", "Jiashi Feng", "Xihui Liu" ]
https://huggingface.co/papers/2410.10816
[ "https://github.com/silentview/lvd-2m" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=GtYd9PCaaB
poster
2406.09168
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution
[ "Soufiane Belharbi", "Mara KM Whitford", "Phuong Hoang", "Shakeeb Murtaza", "Luke McCaffrey", "Eric Granger" ]
https://huggingface.co/papers/2406.09168
[ "https://github.com/sbelharbi/sr-caco-2" ]
[]
[ "sbelharbi/sr-caco-2" ]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=GNhwwbZEZ7
poster
2405.16069
IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark
[ "Fredrik D. Johansson" ]
[ "https://github.com/Healthy-AI/IncomeSCM" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=GHlJM45fWY
oral
2408.13928
GeoPlant: Spatial Plant Species Prediction Dataset
[ "Lukas Picek", "Christophe Botella", "Maximilien Servajean", "César Leblanc", "Rémi Palard", "Theo Larcher", "Benjamin Deneu", "Diego Marcos", "Pierre Bonnet", "Alexis Joly" ]
https://huggingface.co/papers/2408.13928
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=FbDgxp7LAa
poster
Streaming Detection of Queried Event Start
[ "Cristobal Eyzaguirre", "Eric Tang", "Shyamal Buch", "Adrien Gaidon", "Jiajun Wu", "Juan Carlos Niebles" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=FXTeJvHE0k
poster
2406.15349
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking
[ "Daniel Dauner", "Marcel Hallgarten", "Tianyu Li", "Xinshuo Weng", "Zhiyu Huang", "Zetong Yang", "Hongyang Li", "Igor Gilitschenski", "Boris Ivanovic", "Marco Pavone", "Andreas Geiger", "Kashyap Chitta" ]
https://huggingface.co/papers/2406.15349
[ "https://github.com/autonomousvision/navsim" ]
[]
[ "autonomousvision/navsim_baselines" ]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=FN02v4nD8y
poster
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark
[ "Brianna M. Karpowicz", "Joel Ye", "Chaofei Fan", "Pablo Tostado-Marcos", "Fabio Rizzoglio", "Clayton B Washington", "Thiago Scodeler", "Diogo S de Lucena", "Samuel R. Nason-Tomaszewski", "Matthew Mender", "Xuan Ma", "Ezequiel Matias Arneodo", "Leigh Hochberg", "Cynthia Chestek", "Jaimie M. Henderson", "Timothy Q Gentner", "Vikash Gilja", "Lee E. Miller", "Adam G. Rouse", "Robert Gaunt", "Jennifer L Collinger", "Chethan Pandarinath" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=FI89ORf7YH
poster
Scalable Early Childhood Reading Performance Prediction
[ "Zhongkai Shangguan", "Zanming Huang", "Eshed Ohn-Bar", "Ola Ozernov-Palchik", "Derek Kosty", "Michael Stoolmiller", "Hank Fien" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=F7rAX6yiS2
poster
2408.01933
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models
[ "Bowen Wang", "Jiuyang Chang", "Yiming Qian", "Guoxin Chen", "Junhao Chen", "Zhouqiang Jiang", "Jiahao Zhang", "Yuta Nakashima", "Hajime Nagahara" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EvgyfFsv0w
poster
2406.14599
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
[ "Matthew Zheng", "Enis Simsar", "Hidir Yesiltepe", "Federico Tombari", "Joel Simon", "Pinar Yanardag" ]
https://huggingface.co/papers/2406.14599
[ "" ]
[]
[]
[ "stylebreeder/stylebreeder" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EvEqYlQv8T
poster
2402.11894
Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
[ "Jiahao Ying", "Yixin Cao", "Yushi Bai", "Qianru Sun", "Bo Wang", "Wei Tang", "Zhaojun Ding", "Yizhe Yang", "Xuanjing Huang", "Shuicheng YAN" ]
https://huggingface.co/papers/2402.11894
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EqaSEbU4LP
poster
WikiDO: A New Benchmark Evaluating Cross-Modal Retrieval for Vision-Language Models
[ "Pavan Kalyan Tankala", "Piyush Singh Pasi", "Sahil Dharod", "Azeem Motiwala", "Preethi Jyothi", "Aditi Chaudhary", "Krishna Srinivasan" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EpnsUQavJA
poster
CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models
[ "Cheng Chen", "Junchen Zhu", "Xu Luo", "Heng Tao Shen", "Jingkuan Song", "Lianli Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Eogs84mv7N
poster
2406.13173
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
[ "Hejie Cui", "Lingjun Mao", "Xin LIANG", "Jieyu Zhang", "Hui Ren", "Quanzheng Li", "Xiang Li", "Carl Yang" ]
[ "https://github.com/mao1207/BioMed-VITAL" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ElUrNM9U8c
poster
∇^2DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
[ "Kuzma Khrabrov", "Anton Ber", "Artem Tsypin", "Konstantin Ushenin", "Egor Rumiantsev", "Alexander Telepov", "Dmitry Protasov", "Ilya Shenbin", "Anton M. Alekseev", "Mikhail Shirokikh", "Sergey Nikolenko", "Elena Tutubalina", "Artur Kadurin" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EiH6WWLzlu
poster
2406.04325
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
[ "Lin Chen", "Xilin Wei", "Jinsong Li", "Xiaoyi Dong", "Pan Zhang", "Yuhang Zang", "Zehui Chen", "Haodong Duan", "Bin Lin", "Zhenyu Tang", "Li Yuan", "Yu Qiao", "Dahua Lin", "Feng Zhao", "Jiaqi Wang" ]
https://huggingface.co/papers/2406.04325
[ "" ]
[ "Lin-Chen/ShareGPT4Video-8B", "Lin-Chen/ShareCaptioner-Video", "KwabsHug/GameConfigIdea", "cocktailpeanut/ShareCaptioner-Video", "NotYuSheng/Playground" ]
[ "Lin-Chen/sharegpt4video-8b", "Lin-Chen/ShareCaptioner-Video" ]
[ "ShareGPT4Video/ShareGPT4Video", "lodestones/ShareGPT4Video", "lodestone-horizon/ShareGPT4Video" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EXwf5iE98P
poster
2411.11409
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
[ "Yunong Liu", "Cristobal Eyzaguirre", "Manling Li", "Shubh Khanna", "Juan Carlos Niebles", "Vineeth Ravi", "Saumitra Mishra", "Weiyu Liu", "Jiajun Wu" ]
https://huggingface.co/papers/2411.11409
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EWm9zR5Qy1
poster
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
[ "Eirini Angeloudi", "Jeroen Audenaert", "Micah Bowles", "Benjamin M. Boyd", "David Chemaly", "Brian Cherinka", "Ioana Ciuca", "Miles Cranmer", "Aaron Do", "Matthew Grayling", "Erin Elizabeth Hayes", "Tom Hehir", "Shirley Ho", "Marc Huertas-Company", "Kartheik G. Iyer", "Maja Jablonska", "Francois Lanusse", "Henry W. Leung", "Kaisey Mandel", "Juan Rafael Martínez-Galarza", "Peter Melchior", "Lucas Thibaut Meyer", "Liam Holden Parker", "Helen Qu", "Jeff Shen", "Michael J. Smith", "Connor Stone", "Mike Walmsley", "John F Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ETZk7lqyaF
poster
2410.03905
PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models
[ "Lemei Zhang", "Peng Liu", "Marcus Tiedemann Oekland Henriksboe", "Even W. Lauvrak", "Jon Atle Gulla", "Heri Ramampiaro" ]
[ "https://github.com/smartmediaai/personalsum" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EQhLbuitns
poster
2411.04998
HourVideo: 1-Hour Video-Language Understanding
[ "Keshigeyan Chandrasegaran", "Agrim Gupta", "Lea M. Hadzic", "Taran Kota", "Jimming He", "Cristobal Eyzaguirre", "Zane Durante", "Manling Li", "Jiajun Wu", "Li Fei-Fei" ]
https://huggingface.co/papers/2411.04998
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EFV7fLZRWO
poster
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
[ "David Schneider", "Simon Reiß", "Marco Kugler", "Alexander Jaus", "Kunyu Peng", "Susanne Sutschet", "M. Saquib Sarfraz", "Sven Matthiesen", "Rainer Stiefelhagen" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EEwb201bnO
poster
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
[ "Qi Jia", "Baoyu Fan", "Cong Xu", "Lu Liu", "Liang Jin", "Guoguang Du", "Zhenhua Guo", "Yaqian Zhao", "Xuanjing Huang", "Rengang Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=EADRzNJFn1
poster
2406.09639
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
[ "Julia Gastinger", "Shenyang Huang", "Mikhail Galkin", "Erfan Loghmani", "Ali Parviz", "Farimah Poursafaei", "Jacob Danovitch", "Emanuele Rossi", "Ioannis Koutis", "Heiner Stuckenschmidt", "Reihaneh Rabbany", "Guillaume Rabusseau" ]
[ "https://github.com/erfanloghmani/myket-android-application-market-dataset" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=E8EAeyTxOy
poster
2404.07940
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models
[ "Linyi Li", "Shijie Geng", "Zhenwen Li", "Yibo He", "Hao Yu", "Ziyue Hua", "Guanghan Ning", "Siwei Wang", "Tao Xie", "Hongxia Yang" ]
https://huggingface.co/papers/2404.07940
[ "https://github.com/infi-coder/infibench-evaluator" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=E18kRXTGmV
oral
2406.05967
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
[ "David Orlando Romero Mogrovejo", "Chenyang Lyu", "Haryo Akbarianto Wibowo", "Santiago Góngora", "Aishik Mandal", "Sukannya Purkayastha", "Jesus-German Ortiz-Barajas", "Emilio Villa Cueva", "Jinheon Baek", "Soyeong Jeong", "Injy Hamed", "Zheng Xin Yong", "Zheng Wei Lim", "Paula Mónica Silva", "Jocelyn Dunstan", "Mélanie Jouitteau", "David LE MEUR", "Joan Nwatu", "Ganzorig Batnasan", "Munkh-Erdene Otgonbold", "Munkhjargal Gochoo", "Guido Ivetta", "Luciana Benotti", "Laura Alonso Alemany", "Hernán Maina", "Jiahui Geng", "Tiago Timponi Torrent", "Frederico Belcavello", "Marcelo Viridiano", "Jan Christian Blaise Cruz", "Dan John Velasco", "Oana Ignat", "Zara Burzo", "Chenxi Whitehouse", "Artem Abzaliev", "Teresa Clifford", "Gráinne Caulfield", "Teresa Lynn", "Christian Salamea-Palacios", "Vladimir Araujo", "Yova Kementchedjhieva", "Mihail Minkov Mihaylov", "Israel Abebe Azime", "Henok Biadglign Ademtew", "Bontu Fufa Balcha", "Naome A Etori", "David Ifeoluwa Adelani", "Rada Mihalcea", "Atnafu Lambebo Tonja", "Maria Camila Buitrago Cabrera", "Gisela Vallejo", "Holy Lovenia", "Ruochen Zhang", "Marcos Estecha-Garitagoitia", "Mario Rodríguez-Cantelar", "Toqeer Ehsan", "Rendi Chevi", "Muhammad Farid Adilazuarda", "Ryandito Diandaru", "Samuel Cahyawijaya", "Fajri Koto", "Tatsuki Kuribayashi", "Haiyue Song", "Aditya Nanda Kishore Khandavally", "Thanmay Jayakumar", "Raj Dabre", "Mohamed Fazli Mohamed Imam", "Kumaranage Ravindu Yasas Nagasinghe", "Alina Dragonetti", "Luis Fernando D'Haro", "Olivier NIYOMUGISHA", "Jay Gala", "Pranjal A Chitale", "Fauzan Farooqui", "Thamar Solorio", "Alham Fikri Aji" ]
https://huggingface.co/papers/2406.05967
[ "" ]
[]
[]
[ "afaji/cvqa", "Bretagne/cvqa_br_fr_en" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Dx88A9Zgnv
poster
2410.14669
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples
[ "Baiqi Li", "Zhiqiu Lin", "Wenxuan Peng", "Jean de Dieu Nyandwi", "Daniel Jiang", "Zixian Ma", "Simran Khanuja", "Ranjay Krishna", "Graham Neubig", "Deva Ramanan" ]
https://huggingface.co/papers/2410.14669
[ "" ]
[]
[]
[ "BaiqiL/NaturalBench", "BaiqiL/NaturalBench-lmms-eval" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=DjCSjizgsH
poster
Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire
[ "Yanzhi Li", "Keqiu Li", "LI GUOHUI", "zumin wang", "Chanqing Ji", "Lubo Wang", "Die Zuo", "Qing Guo", "Feng Zhang", "Manyu Wang", "Di Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Dgy5WVgPd2
oral
Instruction Tuning Large Language Models to Understand Electronic Health Records
[ "Zhenbang Wu", "Anant Dadu", "Michael Nalls", "Faraz Faghri", "Jimeng Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=DfhcOelEnP
poster
2406.08398
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers
[ "Anirudh Sundar", "Jin Xu", "William Gay", "Christopher Gordon Richardson", "Larry Heck" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=DJVyRhT8nP
oral
2406.19236
Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions
[ "Heng Li", "Minghan Li", "Zhi-Qi Cheng", "Yifei Dong", "Yuxuan Zhou", "Jun-Yan He", "Qi Dai", "Teruko Mitamura", "Alexander G Hauptmann" ]
[ "https://github.com/lpercc/ha3d_simulator" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=DFr5hteojx
oral
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
[ "Hannah Rose Kirk", "Alexander Whitefield", "Paul Röttger", "Andrew Michael Bean", "Katerina Margatina", "Rafael Mosquera", "Juan Manuel Ciro", "Max Bartolo", "Adina Williams", "He He", "Bertie Vidgen", "Scott A. Hale" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=DFb1gwnhQS
poster
2407.11522
FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models
[ "Pengxiang Li", "Zhi Gao", "Bofei Zhang", "Tao Yuan", "Yuwei Wu", "Mehrtash Harandi", "Yunde Jia", "Song-Chun Zhu", "Qing Li" ]
https://huggingface.co/papers/2407.11522
[ "" ]
[]
[]
[ "PengxiangLi/FIRE" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=DFDCtGQs7S
oral
BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
[ "Chih-Hsuan Yang", "Benjamin Feuer", "Talukder Zaki Jubery", "Zi K. Deng", "Andre Nakkab", "Md Zahid Hasan", "Shivani Chiranjeevi", "Kelly O. Marshall", "Nirmal Baishnab", "Asheesh K Singh", "ARTI SINGH", "Soumik Sarkar", "Nirav Merchant", "Chinmay Hegde", "Baskar Ganapathysubramanian" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=DERtzUdhkk
poster
2406.15658
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
[ "Nemin Wu", "Qian Cao", "Zhangyu Wang", "Zeping Liu", "Yanlin Qi", "Jielu Zhang", "Joshua Ni", "X. Angela Yao", "Hongxu Ma", "Lan Mu", "Stefano Ermon", "Tanuja Ganu", "Akshay Nambi", "Ni Lao", "Gengchen Mai" ]
[ "https://github.com/seai-lab/torchspatial" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=D3jyWDBZTk
poster
2410.20745
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
[ "Yilun Jin", "Zheng Li", "Chenwei Zhang", "Tianyu Cao", "Yifan Gao", "Pratik Sridatt Jayarao", "Mao Li", "Xin Liu", "Ritesh Sarkhel", "Xianfeng Tang", "Haodong Wang", "Zhengyang Wang", "Wenju Xu", "Jingfeng Yang", "Qingyu Yin", "Xian Li", "Priyanka Nigam", "Yi Xu", "Kai Chen", "Qiang Yang", "Meng Jiang", "Bing Yin" ]
https://huggingface.co/papers/2410.20745
[ "https://github.com/kl4805/shoppingmmlu" ]
[ "KL4805/shopping_mmlu_leaderboard" ]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=CyrKKKN3fs
poster
2407.00983
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
[ "Ruinan Jin", "Zikang Xu", "Yuan Zhong", "Qingsong Yao", "Qi Dou", "S Kevin Zhou", "Xiaoxiao Li" ]
[ "https://github.com/FairMedFM/FairMedFM" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=CxNXoMnCKc
poster
2409.00138
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action
[ "Yijia Shao", "Tianshi Li", "Weiyan Shi", "Yanchen Liu", "Diyi Yang" ]
https://huggingface.co/papers/2409.00138
[ "https://github.com/salt-nlp/privacylens" ]
[]
[]
[ "SALT-NLP/PrivacyLens" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ChKCF75Ocd
poster
2407.11214
PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition
[ "George Tsoukalas", "Jasper Lee", "John Jennings", "Jimmy Xin", "Michelle Ding", "Michael Jennings", "Amitayush Thakur", "Swarat Chaudhuri" ]
https://huggingface.co/papers/2407.11214
[ "https://github.com/trishullab/putnambench" ]
[]
[]
[ "brando/putnam_bench_informal" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=CaAJeNkceP
poster
2406.09068
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
[ "Juan Claude Formanek", "Callum Rhys Tilbury", "Louise Beyers", "Jonathan Phillip Shock", "Arnu Pretorius" ]
[ "https://github.com/instadeepai/og-marl" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=CW9SJyhpVt
poster
2407.16940
GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning
[ "Zehui Li", "Vallijah Subasri", "Guy-Bart Stan", "Yiren Zhao", "BO WANG" ]
[ "https://github.com/bowang-lab/genomic-fm" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=CNWdWn47IE
poster
2406.11794
DataComp-LM: In search of the next generation of training sets for language models
[ "Jeffrey Li", "Alex Fang", "Georgios Smyrnis", "Maor Ivgi", "Matt Jordan", "Samir Yitzhak Gadre", "Hritik Bansal", "Etash Kumar Guha", "Sedrick Keh", "Kushal Arora", "Saurabh Garg", "Rui Xin", "Niklas Muennighoff", "Reinhard Heckel", "Jean Mercat", "Mayee F Chen", "Suchin Gururangan", "Mitchell Wortsman", "Alon Albalak", "Yonatan Bitton", "Marianna Nezhurina", "Amro Kamal Mohamed Abbas", "Cheng-Yu Hsieh", "Dhruba Ghosh", "Joshua P Gardner", "Maciej Kilian", "Hanlin Zhang", "Rulin Shao", "Sarah M Pratt", "Sunny Sanyal", "Gabriel Ilharco", "Giannis Daras", "Kalyani Marathe", "Aaron Gokaslan", "Jieyu Zhang", "Khyathi Chandu", "Thao Nguyen", "Igor Vasiljevic", "Sham M. Kakade", "Shuran Song", "Sujay Sanghavi", "Fartash Faghri", "Sewoong Oh", "Luke Zettlemoyer", "Kyle Lo", "Alaaeldin El-Nouby", "Hadi Pouransari", "Alexander T Toshev", "Stephanie Wang", "Dirk Groeneveld", "Luca Soldaini", "Pang Wei Koh", "Jenia Jitsev", "Thomas Kollar", "Alex Dimakis", "Yair Carmon", "Achal Dave", "Ludwig Schmidt", "Vaishaal Shankar" ]
https://huggingface.co/papers/2406.11794
[ "" ]
[ "jmercat/DCLM-demo", "Ireneo/apple_dclm", "Tonic/DCLM-1B", "ZMaxAIru/apple_dclm" ]
[ "apple/DCLM-7B", "apple/DCLM-7B-8k", "mlfoundations/fasttext-oh-eli5", "TRI-ML/DCLM-1B", "TRI-ML/DCLM-1B-v0", "mlfoundations/dclm-7b-it", "TRI-ML/DCLM-1B-IT", "mllmTeam/PhoneLM-0.5B", "mllmTeam/PhoneLM-1.5B" ]
[ "mlfoundations/dclm-baseline-1.0", "mlfoundations/dclm-baseline-1.0-parquet", "Zyphra/dclm-dedup" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ByknnPI5Km
poster
2409.16965
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods
[ "MaryBeth Defrance", "Maarten Buyl", "Tijl De Bie" ]
[ "https://github.com/aida-ugent/abcfair" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=BZxtiElo0c
poster
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
[ "Deyu Zou", "Shikun Liu", "Siqi Miao", "Victor Fung", "Shiyu Chang", "Pan Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=BZe6dmDk5K
oral
2406.06087
GAIA: Rethinking Action Quality Assessment for AI-Generated Videos
[ "Zijian Chen", "Wei Sun", "Yuan Tian", "Jun Jia", "Zicheng Zhang", "Wang Jiarui", "Ru Huang", "Xiongkuo Min", "Guangtao Zhai", "Wenjun Zhang" ]
[ "https://github.com/zijianchen98/gaia" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=BKu8JPQdQD
poster
2407.00401
PUZZLES: A Benchmark for Neural Algorithmic Reasoning
[ "Benjamin Estermann", "Luca A Lanzendörfer", "Yannick Niedermayr", "Roger Wattenhofer" ]
[ "https://github.com/eth-disco/rlp" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=AxToUp4FMU
poster
2405.05506
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
[ "Shan Chen", "Jack Gallifant", "Mingye Gao", "Pedro José Ferreira Moreira", "Nikolaj Munch", "Ajay Muthukkumar", "Arvind Rajan", "Jaya Kolluri", "Amelia Fiske", "Janna Hastings", "Hugo Aerts", "Brian W. Anthony", "Leo Anthony Celi", "William La Cava", "Danielle Bitterman" ]
https://huggingface.co/papers/2405.05506
[ "https://github.com/shan23chen/cross-care" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Awu8YlEofZ
poster
2410.23658
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
[ "Dongwoo Lee", "JoonKyu Park", "Kyoung Mu Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=AdpSHMOujG
poster
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation
[ "Sagi Eppel", "Jolina Yining Li", "Manuel S. Drehwald", "Alan Aspuru-Guzik" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ADLaALtdoG
poster
2407.13168
SciCode: A Research Coding Benchmark Curated by Scientists
[ "Minyang Tian", "Luyu Gao", "Dylan Zhang", "Xinan Chen", "Cunwei Fan", "Xuefei Guo", "Roland Haas", "Pan Ji", "Kittithat Krongchon", "Yao Li", "Shengyan Liu", "Di Luo", "Yutao Ma", "HAO TONG", "Kha Trinh", "Chenyu Tian", "Zihan Wang", "Bohao Wu", "Shengzhu Yin", "Minhui Zhu", "Kilian Lieret", "Yanxin Lu", "Genglin Liu", "Yufeng Du", "Tianhua Tao", "Ofir Press", "Jamie Callan", "Eliu A Huerta", "Hao Peng" ]
https://huggingface.co/papers/2407.13168
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=AAo8zAShX3
oral
2410.23326
MassSpecGym: A benchmark for the discovery and identification of molecules
[ "Roman Bushuiev", "Anton Bushuiev", "Niek F. de Jonge", "Adamo Young", "Fleming Kretschmer", "Raman Samusevich", "Janne Heirman", "Fei Wang", "Luke Zhang", "Kai Dührkop", "Marcus Ludwig", "Nils A. Haupt", "Apurva Kalia", "Corinna Brungs", "Robin Schmid", "Russell Greiner", "BO WANG", "David Wishart", "Liping Liu", "Juho Rousu", "Wout Bittremieux", "Hannes Rost", "Tytus D. Mak", "Soha Hassoun", "Florian Huber", "Justin J.J. van der Hooft", "Michael A. Stravs", "Sebastian Böcker", "Josef Sivic", "Tomas Pluskal" ]
[ "https://github.com/pluskal-lab/massspecgym" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=A33u66KmYf
poster
2406.12723
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
[ "Zahra Gharaee", "Scott C Lowe", "ZeMing Gong", "Pablo Andres Millan Arias", "Nicholas Pellegrino", "Austin Wang", "Joakim Bruslund Haurum", "Iuliia Zarubiieva", "Lila Kari", "Dirk Steinke", "Graham W. Taylor", "Paul W. Fieguth", "Angel X Chang" ]
https://huggingface.co/papers/2406.12723
[ "https://github.com/zahrag/BIOSCAN-5M" ]
[]
[]
[ "Gharaee/BIOSCAN-5M" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=9tVn4f8aJO
poster
2407.03418
HEMM: Holistic Evaluation of Multimodal Foundation Models
[ "Paul Pu Liang", "Akshay Goindani", "Talha Chafekar", "Leena Mathur", "Haofei Yu", "Russ Salakhutdinov", "Louis-Philippe Morency" ]
https://huggingface.co/papers/2407.03418
[ "https://github.com/pliang279/hemm" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=9aXjIBLwKc
poster
2310.05208
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
[ "Xihuai Wang", "Shao Zhang", "Wenhao Zhang", "Wentao Dong", "Jingxiao Chen", "Ying Wen", "Weinan Zhang" ]
[ "https://github.com/HumanCompatibleAI/overcooked_ai" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=9ZDdlgH6O8
poster
2407.05282
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
[ "Haozhe Zhao", "Xiaojian Ma", "Liang Chen", "Shuzheng Si", "Rujie Wu", "Kaikai An", "Peiyu Yu", "Minjia Zhang", "Qing Li", "Baobao Chang" ]
https://huggingface.co/papers/2407.05282
[ "" ]
[]
[]
[ "BleachNick/UltraEdit_500k", "BleachNick/UltraEdit", "BleachNick/UltraEdit_Region_Based_100k" ]
NeurIPS2024 D&B