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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 |
|---|---|---|---|---|
| Fingerspelling Word Search (Video to Text) | 2 | 1 | Feb 18, 2026 | |
| 3D Reconstruction Rendering | 2 | 2 | Feb 18, 2026 | |
| Fingerspelling Video Search (Text to Video) | 2 | 1 | Feb 18, 2026 | |
| Citation-based Question Answering | 2 | 1 | Feb 18, 2026 | |
| Forensic Attribution | 2 | 2 | May 25, 2026 | |
| Yes/No Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 | |
| Manufacturing Cell Formation | 2 | 1 | Mar 17, 2026 | |
| Open-ended Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 | |
| Online Action Segmentation |
|---|
| 2 |
| 2 |
| May 6, 2026 |
| Part co-segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Image Description Generation | 2 | 3 | Feb 18, 2026 |
|---|
| AU intensity estimation | 2 | 1 | Feb 18, 2026 |
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| Chart-to-Code | 2 | 2 | Mar 17, 2026 |
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| Retinal Image Fusion | 2 | 1 | Feb 18, 2026 |
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| Human motion controllability | 2 | 1 | Mar 16, 2026 |
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| Portrait Drawing Generation | 2 | 1 | Feb 18, 2026 |
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| Hierarchical Semantic Segmentation | 2 | 1 | Feb 18, 2026 |
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| Constrained Translation | 2 | 1 | Feb 18, 2026 |
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| 4D Gaussian Streaming | 2 | 1 | Mar 19, 2026 |
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| Object-effect removal | 2 | 1 | Mar 17, 2026 |
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| Point cloud data completion | 2 | 1 | Mar 17, 2026 |
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| spatial-text human motion controllability | 2 | 1 | Mar 16, 2026 |
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| Non-Target Adversarial Attack | 2 | 1 | Feb 18, 2026 |
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| Fair Disease Diagnosis | 2 | 2 | Mar 18, 2026 |
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| Defending against gradient-based attacks | 2 | 1 | Feb 18, 2026 |
|---|