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Browse files- .gitattributes +8 -0
- README.md +7 -7
- multi_needle/multi_needle_2/visual_haystack_10.json +0 -0
- multi_needle/multi_needle_2/visual_haystack_100.json +0 -0
- multi_needle/multi_needle_2/visual_haystack_1000.json +3 -0
- multi_needle/multi_needle_2/visual_haystack_10000.json +3 -0
- multi_needle/multi_needle_2/visual_haystack_20.json +0 -0
- multi_needle/multi_needle_2/visual_haystack_5.json +0 -0
- multi_needle/multi_needle_2/visual_haystack_50.json +0 -0
- multi_needle/multi_needle_2/visual_haystack_500.json +0 -0
- multi_needle/multi_needle_3/visual_haystack_10.json +0 -0
- multi_needle/multi_needle_3/visual_haystack_100.json +0 -0
- multi_needle/multi_needle_3/visual_haystack_1000.json +3 -0
- multi_needle/multi_needle_3/visual_haystack_10000.json +3 -0
- multi_needle/multi_needle_3/visual_haystack_20.json +0 -0
- multi_needle/multi_needle_3/visual_haystack_5.json +0 -0
- multi_needle/multi_needle_3/visual_haystack_50.json +0 -0
- multi_needle/multi_needle_3/visual_haystack_500.json +0 -0
- single_needle/VHs_large/visual_haystack_10.json +0 -0
- single_needle/VHs_large/visual_haystack_100.json +0 -0
- single_needle/VHs_large/visual_haystack_1000.json +3 -0
- single_needle/VHs_large/visual_haystack_10000.json +3 -0
- single_needle/VHs_large/visual_haystack_2.json +0 -0
- single_needle/VHs_large/visual_haystack_20.json +0 -0
- single_needle/VHs_large/visual_haystack_3.json +0 -0
- single_needle/VHs_large/visual_haystack_5.json +0 -0
- single_needle/VHs_large/visual_haystack_50.json +0 -0
- single_needle/VHs_large/visual_haystack_500.json +3 -0
- single_needle/VHs_large/visual_haystack_oracle.json +0 -0
- single_needle/VHs_small/visual_haystack_10.json +1 -0
- single_needle/VHs_small/visual_haystack_100.json +0 -0
- single_needle/VHs_small/visual_haystack_1000.json +0 -0
- single_needle/VHs_small/visual_haystack_10000.json +3 -0
- single_needle/VHs_small/visual_haystack_2.json +1 -0
- single_needle/VHs_small/visual_haystack_20.json +1 -0
- single_needle/VHs_small/visual_haystack_3.json +1 -0
- single_needle/VHs_small/visual_haystack_5.json +1 -0
- single_needle/VHs_small/visual_haystack_50.json +0 -0
- single_needle/VHs_small/visual_haystack_500.json +0 -0
- single_needle/VHs_small/visual_haystack_oracle.json +1 -0
.gitattributes
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VHs_small/single_needle/visual_haystack_10000.json filter=lfs diff=lfs merge=lfs -text
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VHs_small/single_needle/visual_haystack_10000.json filter=lfs diff=lfs merge=lfs -text
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README.md
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# Visual Haystacks Dataset Card
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## Dataset details
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1. Dataset type: Visual Haystacks (VHs) is a benchmark dataset specifically designed to evaluate the Large Multimodal Model's (LMM's) capability to handle long-context visual information. It can also be viewed as the first
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2. Data Preparation and Benchmarking
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- Download the VQA questions:
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│ ├── test2017
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│ └── val2017
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└── VHs_qa
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├──
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│ ├──
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│ └──
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└──
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├──
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└──
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```
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- Follow the instructions in https://github.com/visual-haystacks/vhs_benchmark to run the evaluation
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# Visual Haystacks Dataset Card
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## Dataset details
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1. Dataset type: Visual Haystacks (VHs) is a benchmark dataset specifically designed to evaluate the Large Multimodal Model's (LMM's) capability to handle long-context visual information. It can also be viewed as the first vision-centric Needle-In-A-Haystack (NIAH) benchmark dataset. Please also download COCO-2017's training set validation set.
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2. Data Preparation and Benchmarking
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- Download the VQA questions:
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│ ├── test2017
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│ └── val2017
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└── VHs_qa
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├── single_needle
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│ ├── VHs_large
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│ └── VHs_small
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└── multi_needle
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├── multi_needle_2
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└── multi_needle_3
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```
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- Follow the instructions in https://github.com/visual-haystacks/vhs_benchmark to run the evaluation
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