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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 |
|---|---|---|---|---|
| Hand-object segmentation | 2 | 1 | Feb 25, 2026 | |
| Interacting 3D hand pose estimation | 2 | 1 | Feb 18, 2026 | |
| Single-hand 3D hand pose estimation | 2 | 1 | Feb 18, 2026 | |
| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 | |
| Audio-Video Classification | 2 | 5 | Mar 27, 2026 | |
| 10-way Few-shot Classification | 2 | 2 | Feb 19, 2026 | |
| Unconditional human pose prior | 2 | 1 | Feb 18, 2026 | |
| Verb Detection | 2 | 1 | Feb 18, 2026 | |
| Noun Detection |
| 2 |
| 1 |
| Feb 18, 2026 |
| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 |
|---|
| Myometrial invasion classification | 2 | 1 | Feb 25, 2026 |
|---|
| Regional Captioning | 2 | 1 | Feb 25, 2026 |
|---|
| Keypoint Saliency Estimation | 2 | 1 | Feb 18, 2026 |
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| Bounding-box alignment | 2 | 1 | Feb 25, 2026 |
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| Pointwise Reasoning Evaluation | 2 | 1 | Feb 25, 2026 |
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| Counter detection | 2 | 1 | Feb 18, 2026 |
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| Interaction Localization | 2 | 1 | Feb 18, 2026 |
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| Planar Tracking | 2 | 1 | Feb 25, 2026 |
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| Fundus Image Classification | 2 | 1 | Feb 25, 2026 |
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| Pose Propagation | 2 | 4 | Mar 30, 2026 |
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| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 |
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| HOI Reconstruction | 2 | 4 | Jun 18, 2026 |
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| Object Keypoint Detection | 2 | 1 | Feb 18, 2026 |
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| Category -> Size + Position (C -> S + P) | 2 | 1 | Feb 18, 2026 |
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| Joint MRI Reconstruction and Super-Resolution | 2 | 1 | Feb 18, 2026 |
|---|