Datasets:
Tasks:
Visual Question Answering
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
ArXiv:
License:
Add files using upload-large-folder tool
Browse files- MANIFEST.json +44 -0
- README.md +82 -0
- SHA256SUMS +0 -0
- test/images/exp2D_three_views_2d_colors/task_30/task_30_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_30/task_30_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_30/task_30_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_37/task_37_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_37/task_37_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_37/task_37_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_39/task_39_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_39/task_39_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_39/task_39_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_52/task_52_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_52/task_52_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_52/task_52_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_55/task_55_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_55/task_55_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_55/task_55_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_62/task_62_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_62/task_62_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_62/task_62_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_63/task_63_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_63/task_63_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_63/task_63_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_64/task_64_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_64/task_64_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_64/task_64_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_65/task_65_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_65/task_65_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_65/task_65_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_7/task_7_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_7/task_7_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_7/task_7_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_9/task_9_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_9/task_9_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_9/task_9_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_90/task_90_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_90/task_90_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_90/task_90_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_91/task_91_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_91/task_91_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_91/task_91_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_96/task_96_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_97/task_97_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_97/task_97_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_97/task_97_top.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_99/task_99_front.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_99/task_99_side.png +3 -0
- test/images/exp2D_three_views_2d_colors/task_99/task_99_top.png +3 -0
- test/metadata.jsonl +0 -0
MANIFEST.json
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{
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"release": "MultiViewBench-Synthetic",
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"format": "Hugging Face ImageFolder with multi-image metadata",
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"split": "test",
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"benchmarks": 24,
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"samples": 2400,
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"images": 7900,
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"logical_image_bytes": 3159781305,
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"included_benchmarks": [
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"exp3D_3d_isometric_full",
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"exp3D_3d_isometric_one_axis_fixed",
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"exp3D_3d_isometric_two_axis_fixed",
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"exp3D_3d_isometric_single",
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"exp2D_three_views_2d",
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"exp2D_three_views_2d_multiagent",
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"exp2D_three_views_2d_grids",
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"exp2D_three_views_2d_multiagent_grids",
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"exp2D_three_views_2d_colors",
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"exp2D_three_views_2d_multiagent_colors",
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"exp2D_three_views_2d_consistent_colors_42",
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"exp2D_three_views_2d_consistent_colors_76",
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"exp2D_three_views_2d_consistent_colors_100",
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"exp2D_three_views_2d_consistent_colors_420",
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"exp2D_three_views_2d_consistent_colors_760",
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"exp2D_three_views_2d_consistent_colors_1000",
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"exp2D_three_views_2d_rotation_23",
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"exp2D_three_views_2d_rotation_45",
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"exp2D_three_views_2d_rotation_68",
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"exp2D_three_views_2d_rotation_90",
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"exp2D_three_views_2d_rotation_113",
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"exp2D_three_views_2d_rotation_135",
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"exp2D_three_views_2d_rotation_156",
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"exp2D_three_views_2d_rotation_180"
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],
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"excluded_benchmarks": [
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"exp3D_real_world_50"
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],
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"excluded_patterns": [
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"exp3D_real_world*",
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"*.gltf",
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"*.bin"
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],
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"license_status": "pending final author approval"
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}
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README.md
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---
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pretty_name: MultiView-Bench Synthetic
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task_categories:
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- visual-question-answering
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| 5 |
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language:
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| 6 |
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- en
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| 7 |
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tags:
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- multi-view
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| 9 |
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- spatial-reasoning
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| 10 |
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- vlm-benchmark
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- synthetic
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size_categories:
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- 1K<n<10K
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configs:
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- config_name: default
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drop_labels: true
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---
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# MultiView-Bench Synthetic
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Synthetic image-and-text portion of **MultiView-Bench: A Diagnostic Benchmark
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| 22 |
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for World-Centric Multi-View Integration in VLMs**
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| 23 |
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([arXiv:2607.08970](https://arxiv.org/abs/2607.08970)).
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## Contents
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| 26 |
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- 2,400 evaluation samples across 24 benchmark variants
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- 7,900 PNG views (2.94 GiB logical image data)
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| 29 |
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- One, three, or six images per sample
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- English question text and deterministic coordinate answer
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| 31 |
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- Single-agent and multi-agent question schemas
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| 32 |
+
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The `3D Real World` / `exp3D_real_world_50` subset is intentionally excluded.
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It uses 3DCoMPaT++ source assets and is not part of this release. This package
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also contains no GLTF, BIN, model asset, source code, credentials, or model
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outputs.
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## Load
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| 39 |
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After upload:
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```python
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from datasets import load_dataset
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| 45 |
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dataset = load_dataset("suijinru/MultiViewBench-Synthetic", split="test")
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sample = dataset[0]
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| 47 |
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print(sample["benchmark"], sample["question"], sample["answer"])
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| 48 |
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print(sample["images"])
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| 49 |
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```
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For a local pre-upload check:
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```python
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dataset = load_dataset("imagefolder", data_dir="test", split="train")
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```
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| 56 |
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| 57 |
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`ImageFolder` derives the `images` column from the `images_file_names` list in
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`test/metadata.jsonl`. The Hub recognizes columns ending in `_file_names` as
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image lists.
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## Fields
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| 62 |
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- `benchmark`: benchmark variant identifier
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- `paper_row`: display name used by the benchmark report
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| 65 |
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- `task_id`: task identifier within the variant
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| 66 |
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- `mode`: `single` or `multi`
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| 67 |
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- `question`: complete prompt for single-agent samples
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| 68 |
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- `front_question`, `side_question`, `top_question`: per-view prompts for
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| 69 |
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multi-agent samples
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| 70 |
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- `answer`: expected coordinate answer
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| 71 |
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- `images_file_names`: ordered relative paths to all views
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| 72 |
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- `num_views`: number of views
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| 73 |
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| 74 |
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All rows are evaluation data; do not use them for training when reporting
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| 75 |
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MultiView-Bench scores.
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| 76 |
+
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| 77 |
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## License
|
| 78 |
+
|
| 79 |
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**Pending final approval by the MultiView-Bench author team.** Set the Dataset
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| 80 |
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Card `license` metadata and add the approved license text before making the
|
| 81 |
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repository public. The absence of the real-world subset does not itself choose
|
| 82 |
+
a license for the authors' synthetic images and QA text.
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