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NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ZsyFwzuDzD
poster
2407.11052
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
[ "Meihan Liu", "Zhen Zhang", "Jiachen Tang", "Jiajun Bu", "Bingsheng He", "Sheng Zhou" ]
[ "https://github.com/pygda-team/pygda" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ZZ17sBJh3w
poster
APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments
[ "Xin Jin", "Qianqian Qiao", "Yi Lu", "HuayeWang", "Heng Huang", "Shan Gao", "Jianfei Liu", "Rui Li" ]
[ "https://github.com/bestivictory/apddv2" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ZRMAhpZ3ED
poster
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control
[ "Claire Bizon Monroc", "Ana Busic", "Donatien Dubuc", "Jiamin Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ZQy6dGlBay
poster
A Benchmark Dataset for Event-Guided Human Pose Estimation and Tracking in Extreme Conditions
[ "Hoonhee Cho", "Taewoo Kim", "Yuhwan Jeong", "Kuk-Jin Yoon" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ZMn2SPUgkU
poster
2410.08593
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding
[ "Houlun Chen", "Xin Wang", "Hong Chen", "Zeyang Zhang", "Wei Feng", "Bin Huang", "Jia Jia", "Wenwu Zhu" ]
[ "https://github.com/hlchen23/verified" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ZGMkOikEyv
poster
2410.23746
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
[ "Junchao Wu", "Runzhe Zhan", "Derek F. Wong", "Shu Yang", "Xinyi Yang", "Yulin Yuan", "Lidia S. Chao" ]
[ "https://github.com/nlp2ct/detectrl" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=YzM10FEJ2D
poster
2411.03670
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
[ "Pedro R. A. S. Bassi", "Wenxuan Li", "Yucheng Tang", "Fabian Isensee", "Zifu Wang", "Jieneng Chen", "Yu-Cheng Chou", "Yannick Kirchhoff", "Maximilian Rouven Rokuss", "Ziyan Huang", "Jin Ye", "Junjun He", "Tassilo Wald", "Constantin Ulrich", "Michael Baumgartner", "Saikat Roy", "Klaus Maier-Hein", "Paul F Jaeger", "Yiwen Ye", "Yutong Xie", "Jianpeng Zhang", "Ziyang Chen", "Yong Xia", "Zhaohu Xing", "Lei Zhu", "Yousef Sadegheih", "Afshin Bozorgpour", "Pratibha Kumari", "Reza Azad", "Dorit Merhof", "Pengcheng Shi", "Ting Ma", "Yuxin Du", "Fan BAI", "Tiejun Huang", "Bo Zhao", "Haonan Wang", "Xiaomeng Li", "Hanxue Gu", "Haoyu Dong", "Jichen Yang", "Maciej A Mazurowski", "Saumya Gupta", "Linshan Wu", "Jia-Xin Zhuang", "Hao Chen", "Holger R Roth", "Daguang Xu", "Matthew B. Blaschko", "Sergio Decherchi", "Andrea Cavalli", "Alan Yuille", "Zongwei Zhou" ]
[ "https://github.com/mrgiovanni/touchstone" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=YxuuzyplFZ
poster
EyeGraph: Modularity-aware Spatio Temporal Graph Clustering for Continuous Event-based Eye Tracking
[ "Nuwan Sriyantha Bandara", "Thivya Kandappu", "Argha Sen", "Ila Gokarn", "Archan Misra" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=YktwH3tOuc
poster
2410.24100
Benchmark Data Repositories for Better Benchmarking
[ "Rachel Longjohn", "Markelle Kelly", "Sameer Singh", "Padhraic Smyth" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=YagfTP3RK6
poster
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?
[ "Richard Ren", "Steven Basart", "Adam Khoja", "Alice Gatti", "Long Phan", "Xuwang Yin", "Mantas Mazeika", "Alexander Pan", "Gabriel Mukobi", "Ryan Hwang Kim", "Stephen Fitz", "Dan Hendrycks" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=YXXmIHJQBN
poster
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
[ "Minjie Wang", "Quan Gan", "David Wipf", "Zheng Zhang", "Christos Faloutsos", "Weinan Zhang", "Muhan Zhang", "Zhenkun Cai", "Jiahang Li", "Zunyao Mao", "Yakun Song", "Jianheng Tang", "Yanlin Zhang", "Guang Yang", "Chuan Lei", "Xiao Qin", "Ning Li", "Han Zhang", "Yanbo Wang", "Zizhao Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=YMAU2kJgzY
poster
2406.15736
Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
[ "Anoop Cherian", "Kuan-Chuan Peng", "Suhas Lohit", "Joanna Matthiesen", "Kevin A. Smith", "Joshua B. Tenenbaum" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=YFUp7zMrM9
poster
2312.14556
CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
[ "Rohith Peddi", "Shivvrat Arya", "Bharath Challa", "Likhitha Pallapothula", "Akshay Vyas", "Bhavya Gouripeddi", "Qifan Zhang", "Jikai Wang", "Vasundhara Komaragiri", "Eric Ragan", "Nicholas Ruozzi", "Yu Xiang", "Vibhav Gogate" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=XvHdPiKy6c
poster
2406.14477
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
[ "Josef Dai", "Tianle Chen", "Xuyao Wang", "Ziran Yang", "Taiye Chen", "Jiaming Ji", "Yaodong Yang" ]
[ "https://github.com/pku-alignment/safe-sora" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=XukWe15QCi
poster
2411.00174
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking
[ "Pranav singh chib", "Pravendra Singh" ]
[ "https://github.com/pranav-chib/trajimpute" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=XrKhwfPmyI
poster
2402.16040
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries
[ "Sunjun Kweon", "Jiyoun Kim", "Heeyoung Kwak", "Dongchul Cha", "Hangyul Yoon", "Kwang Hyun Kim", "Jeewon Yang", "Seunghyun Won", "Edward Choi" ]
[ "https://github.com/ji-youn-kim/ehrnoteqa" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=XmyxQaTyck
poster
2407.11910
Benchmarking the Attribution Quality of Vision Models
[ "Robin Hesse", "Simone Schaub-Meyer", "Stefan Roth" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=XZYUdhMvjL
poster
2410.14612
MultiOrg: A Multi-rater Organoid-detection Dataset
[ "Christina Bukas", "Harshavardhan Subramanian", "Fenja See", "Carina Steinchen", "Ivan Ezhov", "Gowtham Boosarpu", "Sara Asgharpour", "Gerald Burgstaller", "Mareike Lehmann", "Florian Kofler", "Marie Piraud" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=XXaIoJyYs7
poster
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
[ "Xian Wu", "Yutian Zhao", "Yunyan Zhang", "Jiageng Wu", "Zhihong Zhu", "Yingying Zhang", "Yi Ouyang", "Ziheng Zhang", "Huimin WANG", "Zhenxi Lin", "Jie Yang", "Shuang Zhao", "Yefeng Zheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=XOGosbxLrz
poster
2407.20950
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
[ "Marek Herde", "Denis Huseljic", "Lukas Rauch", "Bernhard Sick" ]
[ "https://github.com/ies-research/multi-annotator-machine-learning" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=XBcStBjBIE
oral
2406.18522
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
[ "Shenghai Yuan", "Jinfa Huang", "Yongqi Xu", "YaoYang Liu", "Shaofeng Zhang", "Yujun Shi", "Rui-Jie Zhu", "Xinhua Cheng", "Jiebo Luo", "Li Yuan" ]
https://huggingface.co/papers/2406.18522
[ "https://github.com/pku-yuangroup/chronomagic-bench" ]
[ "BestWishYsh/ChronoMagic-Bench" ]
[ "BestWishYsh/ChronoMagic-Bench" ]
[ "BestWishYsh/ChronoMagic-ProH", "BestWishYsh/ChronoMagic-Bench", "BestWishYsh/ChronoMagic-Pro" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=X90tyXDe8z
poster
2311.10090
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
[ "Alexander Rutherford", "Benjamin Ellis", "Matteo Gallici", "Jonathan Cook", "Andrei Lupu", "Garðar Ingvarsson", "Timon Willi", "Ravi Hammond", "Akbir Khan", "Christian Schroeder de Witt", "Alexandra Souly", "Saptarashmi Bandyopadhyay", "Mikayel Samvelyan", "Minqi Jiang", "Robert Tjarko Lange", "Shimon Whiteson", "Bruno Lacerda", "Nick Hawes", "Tim Rocktäschel", "Chris Lu", "Jakob Nicolaus Foerster" ]
https://huggingface.co/papers/2311.10090
[ "https://github.com/flairox/jaxmarl" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=X8ItT6mGKF
poster
2407.07462
MAN TruckScenes: A multimodal dataset for autonomous trucking in diverse conditions
[ "Felix Sebastian Fent", "Fabian Kuttenreich", "Florian Ruch", "Farija Rizwin", "Stefan Juergens", "Lorenz Lechermann", "Christian Nissler", "Andrea Perl", "Ulrich Voll", "Min Yan", "Markus Lienkamp" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=X4nq0W2qZX
oral
MmCows: A Multimodal Dataset for Dairy Cattle Monitoring
[ "Hien Vu", "Omkar Prabhune", "Unmesh Raskar", "Dimuth Panditharatne", "Hanwook Chung", "Christopher Choi", "Younghyun Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=X4KImMSIRq
poster
2402.06353
Copycats: the many lives of a publicly available medical imaging dataset
[ "Amelia Jiménez-Sánchez", "Natalia-Rozalia Avlona", "Dovile Juodelyte", "Théo Sourget", "Caroline Vang-Larsen", "Anna Rogers", "Hubert Dariusz Zając", "Veronika Cheplygina" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=WffhOhYvZ0
poster
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
[ "Ruohan Li", "Yiqun Xie", "Xiaowei Jia", "Dongdong Wang", "Yanhua Li", "Yingxue Zhang", "Zhihao Wang", "Zhili Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=WUWHVN4gxk
oral
2406.07954
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition
[ "Edoardo Debenedetti", "Javier Rando", "Daniel Paleka", "Silaghi Fineas Florin", "Dragos Albastroiu", "Niv Cohen", "Yuval Lemberg", "Reshmi Ghosh", "Rui Wen", "Ahmed Salem", "Giovanni Cherubin", "Santiago Zanella-Beguelin", "Robin Schmid", "Victor Klemm", "Takahiro Miki", "Chenhao Li", "Stefan Kraft", "Mario Fritz", "Florian Tramèr", "Sahar Abdelnabi", "Lea Schönherr" ]
https://huggingface.co/papers/2406.07954
[ "https://github.com/ethz-spylab/ctf-satml24-data-analysis" ]
[]
[]
[ "ethz-spylab/ctf-satml24" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=WTI4RJYSVm
oral
A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types
[ "Artur Szałata", "Andrew Benz", "Robrecht Cannoodt", "Mauricio Cortes", "Jason Fong", "Sunil Kuppasani", "Richard Lieberman", "Tianyu Liu", "Javier A. Mas-Rosario", "Rico Meinl", "Jalil Nourisa", "Jared Tumiel", "Tin M. Tunjic", "Mengbo Wang", "Noah Weber", "Hongyu Zhao", "Benedict Anchang", "Fabian J Theis", "Malte D Luecken", "Daniel B Burkhardt" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=WRxFVzx0uG
poster
2407.19320
WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics
[ "Neil Ashton", "Jordan B. Angel", "Aditya Ghate", "Gaetan Kenway", "Man Long Wong", "Cetin C. Kiris", "Astrid Walle", "Danielle C. Maddix", "Gary Page" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=WMzQIP70O0
poster
2406.09952
BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval
[ "Imanol Miranda", "Ander Salaberria", "Eneko Agirre", "Gorka Azkune" ]
https://huggingface.co/papers/2406.09952
[ "https://github.com/imirandam/bivlc" ]
[]
[ "imirandam/CLIP_TROHN-Img", "imirandam/CLIP_TROHN-Text", "imirandam/CLIP_COCO", "imirandam/CLIP_Detector", "imirandam/CLIP_TROHN-Img_Detector" ]
[ "imirandam/BiVLC", "imirandam/TROHN-Img", "imirandam/TROHN-Text" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=WGoCZl2itU
poster
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence
[ "Kevin Wu", "Eric Wu", "James Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=WEFxOm3Aez
poster
2407.20060
RelBench: A Benchmark for Deep Learning on Relational Databases
[ "Joshua Robinson", "Rishabh Ranjan", "Weihua Hu", "Kexin Huang", "Jiaqi Han", "Alejandro Dobles", "Matthias Fey", "Jan Eric Lenssen", "Yiwen Yuan", "Zecheng Zhang", "Xinwei He", "Jure Leskovec" ]
https://huggingface.co/papers/2407.20060
[ "https://github.com/snap-stanford/relbench-user-study" ]
[ "relbench/leaderboard" ]
[]
[ "relbench/results", "relbench/requests" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=W8OZdhowxo
poster
2311.10483
Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation
[ "Chang Liu", "Xiwei Wu", "Yuan Feng", "Qinxiang Cao", "Junchi Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=W0FEprcxva
poster
2406.14774
Evaluating Numerical Reasoning in Text-to-Image Models
[ "Ivana Kajic", "Olivia Wiles", "Isabela Albuquerque", "Matthias Bauer", "Su Wang", "Jordi Pont-Tuset", "Aida Nematzadeh" ]
[ "https://github.com/google-deepmind/geckonum_benchmark_t2i" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=VpkfxuVXwx
oral
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques
[ "Derui Zhu", "Dingfan Chen", "Xiongfei Wu", "Jiahui Geng", "Zhuo Li", "Jens Grossklags", "Lei Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Vp6HAjrdIg
poster
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
[ "Tong Wu", "Yinghao Xu", "Ryan Po", "Mengchen Zhang", "Guandao Yang", "Jiaqi Wang", "Ziwei Liu", "Dahua Lin", "Gordon Wetzstein" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Vcw3vzjHDb
poster
2406.03847
Lean Workbook: A large-scale Lean problem set formalized from natural language math problems
[ "Huaiyuan Ying", "Zijian Wu", "Yihan Geng", "JIayu Wang", "Dahua Lin", "Kai Chen" ]
https://huggingface.co/papers/2406.03847
[ "https://github.com/internlm/internlm-math" ]
[]
[]
[ "internlm/Lean-Workbook" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Vb1vVr75JT
oral
UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels
[ "Jake Silberg", "Kyle Swanson", "Elana Simon", "Angela Zhang", "Zaniar Ghazizadeh", "Scott Ogden", "Hisham Hamadeh", "James Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=VXohja0vrQ
oral
2406.12036
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
[ "Nikhil Khandekar", "Qiao Jin", "Guangzhi Xiong", "Soren Dunn", "Serina S Applebaum", "Zain Anwar", "Maame Sarfo-Gyamfi", "Conrad W Safranek", "Abid Anwar", "Andrew Jiaxing Zhang", "Aidan Gilson", "Maxwell B Singer", "Amisha D Dave", "R. Andrew Taylor", "Aidong Zhang", "Qingyu Chen", "Zhiyong Lu" ]
[ "https://github.com/ncbi-nlp/medcalc-bench" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=VJuSeShdZA
poster
2411.06287
Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models
[ "Arshia Hemmat", "Adam Davies", "Tom A. Lamb", "Jianhao Yuan", "Philip Torr", "Ashkan Khakzar", "Francesco Pinto" ]
[ "https://github.com/arshiahemmat/illusionbench" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=VHa0XNjWj2
poster
2408.16176
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images
[ "M. Maruf", "Arka Daw", "Kazi Sajeed Mehrab", "Harish Babu Manogaran", "Abhilash Neog", "Medha Sawhney", "Mridul Khurana", "James Balhoff", "Yasin Bakis", "Bahadir Altintas", "Matthew J Thompson", "Elizabeth G Campolongo", "Josef Uyeda", "Hilmar Lapp", "Henry Bart", "Paula Mabee", "Yu Su", "Wei-Lun Chao", "Charles Stewart", "Tanya Berger-Wolf", "Wasila M Dahdul", "Anuj Karpatne" ]
https://huggingface.co/papers/2408.16176
[ "https://github.com/sammarfy/vlm4bio" ]
[]
[]
[ "sammarfy/VLM4Bio", "imageomics/VLM4Bio" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=UnWhcpIyUC
poster
2407.04694
Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs
[ "Rudolf Laine", "Bilal Chughtai", "Jan Betley", "Kaivalya Hariharan", "Mikita Balesni", "Jérémy Scheurer", "Marius Hobbhahn", "Alexander Meinke", "Owain Evans" ]
[ "https://github.com/lrudl/sad" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=UZpySDOwvZ
poster
2406.13495
DF40: Toward Next-Generation Deepfake Detection
[ "Zhiyuan Yan", "Taiping Yao", "Shen Chen", "Yandan Zhao", "Xinghe Fu", "Junwei Zhu", "Donghao Luo", "Chengjie Wang", "Shouhong Ding", "Yunsheng Wu", "Li Yuan" ]
[ "https://github.com/YZY-stack/DF40" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=UYgE9IfQIV
poster
2408.07841
SustainDC: Benchmarking for Sustainable Data Center Control
[ "Avisek Naug", "Antonio Guillen", "Ricardo Luna Gutierrez", "Vineet Gundecha", "Cullen Bash", "Sahand Ghorbanpour", "Sajad Mousavi", "Ashwin Ramesh Babu", "Dejan Markovikj", "Lekhapriya Dheeraj Kashyap", "Desik Rengarajan", "Soumyendu Sarkar" ]
[ "https://github.com/hewlettpackard/dc-rl" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=USUkwg5pW6
oral
2408.12489
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
[ "Wolfgang Boettcher", "Lukas Hoyer", "Ozan Unal", "Jan Eric Lenssen", "Bernt Schiele" ]
[ "https://github.com/wbkit/scribbles4all" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=UDC8D6U7dX
poster
2407.05921
TAPVid-3D: A Benchmark for Tracking Any Point in 3D
[ "Skanda Koppula", "Ignacio Rocco", "Yi Yang", "Joseph Heyward", "Joao Carreira", "Andrew Zisserman", "Gabriel Brostow", "Carl Doersch" ]
[ "https://github.com/google-deepmind/tapnet" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=U2pNwSuQqD
poster
2406.07230
Needle In A Multimodal Haystack
[ "Weiyun Wang", "Shuibo Zhang", "Yiming Ren", "Yuchen Duan", "Tiantong Li", "Shuo Liu", "Mengkang Hu", "Zhe Chen", "Kaipeng Zhang", "Lewei Lu", "Xizhou Zhu", "Ping Luo", "Yu Qiao", "Jifeng Dai", "Wenqi Shao", "Wenhai Wang" ]
https://huggingface.co/papers/2406.07230
[ "https://github.com/opengvlab/mm-niah" ]
[]
[]
[ "OpenGVLab/MM-NIAH" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=U2aVNDrZGx
poster
2407.03978
Benchmarking Complex Instruction-Following with Multiple Constraints Composition
[ "Bosi Wen", "Pei Ke", "Xiaotao Gu", "Lindong Wu", "Hao Huang", "Jinfeng Zhou", "Wenchuang Li", "Binxin Hu", "Wendy Gao", "Jiaxing Xu", "Yiming Liu", "Jie Tang", "Hongning Wang", "Minlie Huang" ]
https://huggingface.co/papers/2407.03978
[ "https://github.com/thu-coai/complexbench" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=TyIWrwzpgu
poster
2411.07097
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification
[ "Jannik Franzen", "Claudia Winklmayr", "Vanessa Emanuela Guarino", "Christoph Karg", "Xiaoyan Yu", "Nora Koreuber", "Jan Philipp Albrecht", "Philip Bischoff", "Dagmar Kainmueller" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=TuMnKFKPho
poster
2410.07112
VHELM: A Holistic Evaluation of Vision Language Models
[ "Tony Lee", "Haoqin Tu", "Chi Heem Wong", "Wenhao Zheng", "Yiyang Zhou", "Yifan Mai", "Josselin Somerville Roberts", "Michihiro Yasunaga", "Huaxiu Yao", "Cihang Xie", "Percy Liang" ]
https://huggingface.co/papers/2410.07112
[ "https://github.com/stanford-crfm/helm" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=TbslDzPxhF
poster
2406.11920
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking
[ "Xi Chen", "Chuan Qin", "Chuyu Fang", "Chao Wang", "Chen Zhu", "Fuzhen Zhuang", "Hengshu Zhu", "Hui Xiong" ]
[ "https://github.com/job-sdf/benchmark" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=THMgVAkZwh
poster
2403.07350
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark
[ "Han Huang", "Haitian Zhong", "Tao Yu", "Qiang Liu", "Shu Wu", "Liang Wang", "Tieniu Tan" ]
https://huggingface.co/papers/2403.07350
[ "https://github.com/vlkeb/vlkeb" ]
[]
[ "HymanH/VLKEB-models" ]
[ "HymanH/VLKEB-data" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Sp9cj4pNYD
poster
2406.13865
SurgicAI: A Hierarchical Platform for Fine-Grained Surgical Policy Learning and Benchmarking
[ "Jin Wu", "Haoying Zhou", "Peter Kazanzides", "Adnan Munawar", "Anqi Liu" ]
[ "https://github.com/surgical-robotics-ai/surgicai" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=ScPgzCZ6Lo
poster
2407.00615
GC-Bench: An Open and Unified Benchmark for Graph Condensation
[ "Qingyun Sun", "Ziying Chen", "Beining Yang", "Cheng Ji", "Xingcheng Fu", "Sheng Zhou", "Hao Peng", "Jianxin Li", "Philip S. Yu" ]
[ "https://github.com/ringbdstack/gc-bench" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=SXYmSTXyHm
poster
2410.09600
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning
[ "Jake Fawkes", "Nic Fishman", "Mel Andrews", "Zachary Chase Lipton" ]
[ "https://github.com/jakefawkes/fragile_fair" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=S9Qrrxpy6z
poster
2407.12861
CiteME: Can Language Models Accurately Cite Scientific Claims?
[ "Ori Press", "Andreas Hochlehnert", "Ameya Prabhu", "Vishaal Udandarao", "Ofir Press", "Matthias Bethge" ]
https://huggingface.co/papers/2407.12861
[ "https://github.com/bethgelab/CiteME" ]
[]
[]
[ "bethgelab/CiteME" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=RgUcvs6ssu
poster
2411.09820
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking
[ "Yunchao Liu", "Ha Dong", "Xin Wang", "Rocco Moretti", "Yu Wang", "Zhaoqian Su", "Jiawei Gu", "Bobby Bodenheimer", "Charles Weaver", "Jens Meiler", "Tyler Derr" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=RSvhU69sbG
poster
2312.17120
MathPile: A Billion-Token-Scale Pretraining Corpus for Math
[ "Zengzhi Wang", "Xuefeng Li", "Rui Xia", "Pengfei Liu" ]
https://huggingface.co/papers/2312.17120
[ "https://github.com/gair-nlp/mathpile" ]
[]
[]
[ "GAIR/MathPile", "GAIR/MathPile_Commercial" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=RQlbMrA5XL
poster
NovoBench: Benchmarking Deep Learning-based De Novo Sequencing Methods in Proteomics
[ "Jingbo Zhou", "Shaorong Chen", "Jun Xia", "Sizhe Liu", "Tianze Ling", "Wenjie Du", "Yue Liu", "Jianwei Yin", "Stan Z. Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=RJZRhMzZzH
oral
2405.00332
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
[ "Hugh Zhang", "Jeff Da", "Dean Lee", "Vaughn Robinson", "Catherine Wu", "William Song", "Tiffany Zhao", "Pranav Vishnu Raja", "Charlotte Zhuang", "Dylan Z Slack", "Qin Lyu", "Sean M. Hendryx", "Russell Kaplan", "Michele Lunati", "Summer Yue" ]
https://huggingface.co/papers/2405.00332
[ "" ]
[]
[ "Aleph-Alpha/Pharia-1-LLM-7B-control" ]
[ "malhajar/gsm1k-tr", "orbinaDev/gsm1k-sample" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=RJHQAcbmpZ
poster
2406.04739
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences
[ "Miguel González-Duque", "Richard Michael", "Simon Bartels", "Yevgen Zainchkovskyy", "Søren Hauberg", "Wouter Boomsma" ]
[ "https://github.com/MachineLearningLifeScience/hdbo_benchmark" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=R9gR9MPuD5
poster
2407.14494
InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques
[ "Rohan Gupta", "Iván Arcuschin", "Thomas Kwa", "Adrià Garriga-Alonso" ]
https://huggingface.co/papers/2407.14494
[ "https://github.com/FlyingPumba/circuits-benchmark" ]
[]
[ "cybershiptrooper/InterpBench" ]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=R6kJtWsTGy
poster
The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark
[ "Qinghua Liu", "John Paparrizos" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=R4rNYJ2slJ
poster
2410.23278
OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction
[ "Hongbo Zhao", "Lue Fan", "Yuntao Chen", "Haochen Wang", "yuran Yang", "Xiaojuan Jin", "YIXIN ZHANG", "Gaofeng Meng", "Zhaoxiang Zhang" ]
https://huggingface.co/papers/2410.23278
[ "" ]
[]
[]
[ "z-hb/OpenSatMap" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Qz2xmVhn4S
oral
2407.10956
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
[ "Ruisheng Cao", "Fangyu Lei", "Haoyuan Wu", "Jixuan Chen", "Yeqiao Fu", "Hongcheng Gao", "Xiong Xinzhuang", "Hanchong Zhang", "Wenjing Hu", "Yuchen Mao", "Tianbao Xie", "Hongshen Xu", "Danyang Zhang", "Sida Wang", "Ruoxi Sun", "Pengcheng Yin", "Caiming Xiong", "Ansong Ni", "Qian Liu", "Victor Zhong", "Lu Chen", "Kai Yu", "Tao Yu" ]
https://huggingface.co/papers/2407.10956
[ "https://github.com/xlang-ai/spider2-v" ]
[]
[]
[ "xlangai/ubuntu_spider2v" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=QxJHh7Z39R
poster
2308.11480
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
[ "Charles Guille-Escuret", "Pierre-Andre Noel", "Ioannis Mitliagkas", "David Vazquez", "Joao Monteiro" ]
[ "https://github.com/servicenow/broad-openood" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=QpF3DFP3Td
oral
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
[ "Yohann PERRON", "Vladyslav Sydorov", "Adam P. Wijker", "Damian Evans", "Christophe Pottier", "Loic Landrieu" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=QocjHRR31U
poster
2406.07302
BertaQA: How Much Do Language Models Know About Local Culture?
[ "Julen Etxaniz", "Gorka Azkune", "Aitor Soroa", "Oier Lopez de Lacalle", "Mikel Artetxe" ]
https://huggingface.co/papers/2406.07302
[ "https://github.com/juletx/bertaqa" ]
[]
[]
[ "HiTZ/BertaQA" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Qdf3ad5MXH
poster
2406.14515
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
[ "Xinyu Fang", "Kangrui Mao", "Haodong Duan", "Xiangyu Zhao", "Yining Li", "Dahua Lin", "Kai Chen" ]
https://huggingface.co/papers/2406.14515
[ "https://github.com/open-compass/vlmevalkit" ]
[ "Demo750/XGBoost_Gaze" ]
[]
[ "opencompass/MMBench-Video" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=QWTCcxMpPA
poster
2402.14804
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
[ "Ke Wang", "Junting Pan", "Weikang Shi", "Zimu Lu", "Houxing Ren", "Aojun Zhou", "Mingjie Zhan", "Hongsheng Li" ]
https://huggingface.co/papers/2402.14804
[ "" ]
[]
[]
[ "MathLLMs/MathVision" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=QSS5cGmKb1
poster
2404.13207
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
[ "Shirley Wu", "Shiyu Zhao", "Michihiro Yasunaga", "Kexin Huang", "Kaidi Cao", "Qian Huang", "Vassilis N. Ioannidis", "Karthik Subbian", "James Zou", "Jure Leskovec" ]
https://huggingface.co/papers/2404.13207
[ "https://github.com/snap-stanford/stark" ]
[ "snap-stanford/SKB-Explorer", "snap-stanford/stark-leaderboard", "zsyJosh/stark" ]
[]
[ "snap-stanford/stark" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=QLO0pXYKVi
poster
2405.19055
FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding
[ "Shuai Yuan", "Guancong Lin", "Lixian Zhang", "Runmin Dong", "Jinxiao Zhang", "Shuang Chen", "Juepeng Zheng", "Jie Wang", "Haohuan Fu" ]
[ "https://github.com/yuanshuai0914/fusu" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=QIJQ1qCGqV
poster
Text to Blind Motion
[ "Hee Jae Kim", "Kathakoli Sengupta", "Masaki Kuribayashi", "Hernisa Kacorri", "Eshed Ohn-Bar" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=QCY01LvyKm
poster
The iNaturalist Sounds Dataset
[ "Mustafa Chasmai", "Alexander Shepard", "Subhransu Maji", "Grant Van Horn" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Q7xKdEMrrZ
poster
2407.18184
AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction
[ "ChuNan Liu", "Lilian Denzler", "Yihong Chen", "Andrew CR Martin", "Brooks Paige" ]
[ "https://github.com/biochunan/asep-dataset" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Q7lAqY41HH
poster
CRAG - Comprehensive RAG Benchmark
[ "Xiao Yang", "Kai Sun", "Hao Xin", "Yushi Sun", "Nikita Bhalla", "Xiangsen Chen", "Sajal Choudhary", "Rongze Gui", "Ziran Jiang", "Ziyu JIANG", "Lingkun Kong", "Brian Moran", "Jiaqi Wang", "Yifan Ethan Xu", "An Yan", "Chenyu Yang", "Eting Yuan", "Hanwen Zha", "Nan Tang", "Lei Chen", "Nicolas SCHEFFER", "Yue Liu", "Nirav Shah", "Rakesh Wanga", "Anuj Kumar", "Wen-tau Yih", "Xin Luna Dong" ]
[ "https://github.com/facebookresearch/crag" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Q2sDuwtutB
poster
2406.10727
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
[ "Zhikai Chen", "Haitao Mao", "Jingzhe Liu", "Yu Song", "Bingheng Li", "Wei Jin", "Bahare Fatemi", "Anton Tsitsulin", "Bryan Perozzi", "Hui Liu", "Jiliang Tang" ]
[ "https://github.com/currytang/tsgfm" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=PyTf2jj0SH
oral
ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
[ "Shuo Liu", "Kaining Ying", "Hao Zhang", "Yue Yang", "Yuqi Lin", "Tianle Zhang", "Chuanhao Li", "Yu Qiao", "Ping Luo", "Wenqi Shao", "Kaipeng Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=PvVKUFhaNy
poster
HelpSteer 2: Open-source dataset for training top-performing reward models
[ "Zhilin Wang", "Yi Dong", "Olivier Delalleau", "Jiaqi Zeng", "Gerald Shen", "Daniel Egert", "Jimmy J. Zhang", "Makesh Narsimhan Sreedhar", "Oleksii Kuchaiev" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=PnjbvbblGv
poster
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words
[ "Junyi Ao", "Yuancheng Wang", "Xiaohai Tian", "Dekun Chen", "Jun Zhang", "Lu Lu", "Yuxuan Wang", "Haizhou Li", "Zhizheng Wu" ]
[ "https://github.com/amphionspace/sd-eval" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Pm0UzCehgB
poster
2411.05521
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark
[ "Sithursan Sivasubramaniam", "Cedric Osei-Akoto", "Yi Zhang", "Kurt Stockinger", "Jonathan Fuerst" ]
[ "https://github.com/jf87/sm3-text-to-query" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=PcbSZwVVc5
oral
DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
[ "Zeyu Wang", "Xiyuxing Zhang", "Ruotong Yu", "Yuntao Wang", "Kenneth Christofferson", "Jingru Zhang", "Alex Mariakakis", "Yuanchun Shi" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=PZbFW8ZrSJ
poster
2408.07579
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
[ "Thibault Simonetto", "Salah GHAMIZI", "Maxime Cordy" ]
[ "https://github.com/serval-uni-lu/tabularbench" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=PSDXcYjrkO
poster
2410.02378
Towards Comprehensive Detection of Chinese Harmful Memes
[ "Junyu Lu", "Bo Xu", "Xiaokun Zhang", "WangHongbo", "Haohao Zhu", "Dongyu Zhang", "Liang Yang", "Hongfei Lin" ]
https://huggingface.co/papers/2410.02378
[ "https://github.com/dut-lujunyu/toxicn_mm" ]
[]
[]
[ "JunyuLu/ToxiCN_MM" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=PFwlw9bnAr
poster
2406.15669
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes
[ "Jason Yang", "Ariane Mora", "Shengchao Liu", "Bruce James Wittmann", "Anima Anandkumar", "Frances H. Arnold", "Yisong Yue" ]
[ "https://github.com/jsunn-y/care" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=PCjK8dqrWW
poster
2407.05291
WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks
[ "Léo Boisvert", "Megh Thakkar", "Maxime Gasse", "Massimo Caccia", "Thibault Le Sellier de Chezelles", "Quentin Cappart", "Nicolas Chapados", "Alexandre Lacoste", "Alexandre Drouin" ]
https://huggingface.co/papers/2407.05291
[ "https://github.com/servicenow/workarena" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Ogw1sSo9FP
poster
2406.10310
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs
[ "Zhuofeng Li", "Zixing Gou", "Xiangnan Zhang", "Zhongyuan Liu", "Sirui Li", "Yuntong Hu", "Chen Ling", "Zheng Zhang", "Liang Zhao" ]
https://huggingface.co/papers/2406.10310
[ "https://github.com/zhuofeng-li/teg-benchmark" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=OfXwix3NRH
poster
SHDocs: A dataset, benchmark, and method to efficiently generate high-quality, real-world specular highlight data with near-perfect alignment
[ "Jovin Leong", "Koa Ming Di", "Benjamin Cham Wen Bin", "Shaun Heng" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=OfOCl3dGcF
poster
2406.08164
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
[ "Irene Huang", "Wei Lin", "Muhammad Jehanzeb Mirza", "Jacob A Hansen", "Sivan Doveh", "Victor Ion Butoi", "Roei Herzig", "Assaf Arbelle", "Hilde Kuehne", "Trevor Darrell", "Chuang Gan", "Aude Oliva", "Rogerio Feris", "Leonid Karlinsky" ]
https://huggingface.co/papers/2406.08164
[ "https://github.com/jmiemirza/conme" ]
[]
[ "conme/ConMe" ]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=OTjTKFk7gb
oral
A Novel Benchmark for Decision-Making in Uncertain and Competitive Games
[ "Kefan Su", "Yusen Huo", "Zhilin Zhang", "Shuai Dou", "Chuan Yu", "Jian Xu", "Zongqing Lu", "Bo Zheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=OPx8Dd27zT
poster
2406.09490
Newswire: A Large-Scale Structured Database of a Century of Historical News
[ "Emily Silcock", "Abhishek Arora", "Luca D'Amico-Wong", "Melissa Dell" ]
https://huggingface.co/papers/2406.09490
[ "https://github.com/dell-research-harvard/newswire" ]
[]
[ "dell-research-harvard/wire-classifier", "dell-research-harvard/LinkMentions", "dell-research-harvard/byline-detection", "dell-research-harvard/topic-antitrust", "dell-research-harvard/topic-protests", "dell-research-harvard/topic-politics", "dell-research-harvard/topic-fire", "dell-research-harvard/topic-obits", "dell-research-harvard/topic-sport", "dell-research-harvard/topic-labor_movement", "dell-research-harvard/topic-crime", "dell-research-harvard/topic-govt_regulation", "dell-research-harvard/topic-civil_rights", "dell-research-harvard/topic-weather" ]
[ "dell-research-harvard/newswire" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=OOItbUUQcd
poster
2408.00426
A Cross-Domain Benchmark for Active Learning
[ "Thorben Werner", "Johannes Burchert", "Maximilian Stubbemann", "Lars Schmidt-Thieme" ]
[ "https://github.com/wernerth94/a-cross-domain-benchmark-for-active-learning" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=OCrxDanhoO
poster
BIGOS Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation
[ "Michał Junczyk" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=NrCPBJSOOc
poster
2403.02528
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
[ "Xueqing Wu", "Rui Zheng", "Jingzhen Sha", "Te-Lin Wu", "Hanyu Zhou", "Tang Mohan", "Kai-Wei Chang", "Nanyun Peng", "Haoran Huang" ]
[ "https://github.com/shirley-wu/daco" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Na2gnQFkn8
poster
2405.18749
A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models
[ "Hirofumi Tsuruta", "Hiroyuki Yamazaki", "Ryota Maeda", "Ryotaro Tamura", "Akihiro Imura" ]
https://huggingface.co/papers/2405.18749
[ "https://github.com/cognano/AVIDa-SARS-CoV-2" ]
[]
[ "COGNANO/VHHBERT" ]
[ "COGNANO/VHHCorpus-2M", "COGNANO/AVIDa-SARS-CoV-2", "SaProtHub/Dateset-AVIDa-SARS-CoV-2-Alpha" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=NTkUXqDvlg
poster
Using Unity to Help Solve Reinforcement Learning
[ "Connor Brennan", "Andrew Robert Williams", "Omar G. Younis", "Vedant Vyas", "Daria Yasafova", "Irina Rish" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=NQLZoMHm6u
poster
2410.20814
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
[ "Hexuan Deng", "Wenxiang Jiao", "Xuebo Liu", "Min Zhang", "Zhaopeng Tu" ]
https://huggingface.co/papers/2410.20814
[ "https://github.com/hexuandeng/newterm" ]
[]
[]
[ "hexuandeng/NewTerm" ]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=NHob4eMg7R
poster
SCRREAM : SCan, Register, REnder And Map: A Framework for Annotating Accurate and Dense 3D Indoor Scenes with a Benchmark
[ "HyunJun Jung", "Weihang Li", "Shun-Cheng Wu", "William Bittner", "Nikolas Brasch", "Jifei Song", "Eduardo Pérez-Pellitero", "Zhensong Zhang", "Arthur Moreau", "Nassir Navab", "Benjamin Busam" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=NCaGHtbkKo
poster
2410.20294
Harmony4D: A Video Dataset for In-The-Wild Close Human Interactions
[ "Rawal Khirodkar", "Jyun-Ting Song", "Jinkun Cao", "Zhengyi Luo", "Kris M. Kitani" ]
[ "" ]
[]
[]
[]
NeurIPS2024 D&B
NeurIPS.cc/2024/Datasets_and_Benchmarks_Track
https://openreview.net/forum?id=Myc4q2g9xZ
poster
2409.02389
Multi-modal Situated Reasoning in 3D Scenes
[ "Xiongkun Linghu", "Jiangyong Huang", "Xuesong Niu", "Xiaojian Ma", "Baoxiong Jia", "Siyuan Huang" ]
https://huggingface.co/papers/2409.02389
[ "" ]
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NeurIPS2024 D&B