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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Truthful data submission evaluation | 2 | 1 | Feb 22, 2026 | |
| Partially supervised instance segmentation | 2 | 1 | Feb 18, 2026 | |
| Pedestrian Path Prediction | 2 | 2 | May 19, 2026 | |
| 2D Character Animation | 2 | 1 | Feb 19, 2026 | |
| Novel Object Captioning | 2 | 3 | May 4, 2026 | |
| Person ReID | 2 | 1 | Feb 18, 2026 | |
| Dwelling Counting | 2 | 1 | Feb 27, 2026 | |
| Building Counting | 2 | 1 | Feb 27, 2026 | |
| Subcategory Recognition | 2 | 2 | Feb 18, 2026 |
| Single Image Blur Interpolation | 2 | 1 | Feb 18, 2026 |
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| Occupant Counting | 2 | 1 | Feb 27, 2026 |
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| Building count estimation | 2 | 1 | Feb 27, 2026 |
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| Normal/Abnormal Classification | 2 | 2 | Mar 20, 2026 |
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| Union Box Detection | 2 | 1 | Feb 27, 2026 |
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| Color Constancy Index modeling | 2 | 1 | Feb 22, 2026 |
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| Face Restoration (x4) | 2 | 1 | Feb 18, 2026 |
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| Perineural Invasion Detection | 2 | 1 | Feb 22, 2026 |
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| Surgical Smoke Removal | 2 | 2 | Mar 30, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| General Multimodal Question Answering | 2 | 1 | Feb 22, 2026 |
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| Text-driven Motion Generation | 2 | 7 | Jul 9, 2026 |
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| Precise Video Instance Insertion | 2 | 1 | Feb 19, 2026 |
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| Closed-ended Visual Question Answering | 2 | 1 | Feb 22, 2026 |
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| Post-stow bin state prediction | 2 | 1 | Feb 22, 2026 |
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| Building Damage Detection | 2 | 2 | May 29, 2026 |
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