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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 |
|---|---|---|---|---|
| Fine-grained Visual Recognition | 12 | 6 | May 18, 2026 | |
| TOS classification | 12 | 2 | May 29, 2026 | |
| Robot Grasping | 12 | 7 | Jun 5, 2026 | |
| Explanation Faithfulness | 12 | 6 | Apr 1, 2026 | |
| Class-incremental classification | 12 | 3 | Jul 1, 2026 | |
| Body region detection | 12 | 1 | Feb 19, 2026 | |
| Backdoor Removal | 12 | 3 | Apr 14, 2026 | |
| Light Field Image Super-Resolution | 12 | 1 | Feb 22, 2026 | |
| Human-Object Interaction Generation |
| 12 |
| 9 |
| Jun 23, 2026 |
| Generalized Compositional Zero-Shot Learning | 12 | 7 | Feb 18, 2026 |
|---|
| Cell classification | 12 | 9 | Jun 4, 2026 |
|---|
| Motion Capture | 12 | 4 | Jun 18, 2026 |
|---|
| BEV Semantic Segmentation | 12 | 10 | May 26, 2026 |
|---|
| Model Ownership Verification | 12 | 3 | Jun 9, 2026 |
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| Pancreas Segmentation | 12 | 9 | May 27, 2026 |
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| Saliency map evaluation | 12 | 7 | Jun 19, 2026 |
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| Visual Entailment | 12 | 43 | Jun 19, 2026 |
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| Person Search | 12 | 17 | Feb 20, 2026 |
|---|
| Multi-image Reasoning | 12 | 26 | Jul 1, 2026 |
|---|
| HSI Denoising | 12 | 4 | Apr 15, 2026 |
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| Vehicle Trajectory Prediction | 12 | 13 | Apr 20, 2026 |
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| Backdoor Attack Evaluation | 12 | 6 | Jun 26, 2026 |
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| Mathematical Expression Recognition | 12 | 5 | Mar 10, 2026 |
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| Expression Recognition | 12 | 9 | May 29, 2026 |
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| Remote Sensing Change Detection | 12 | 10 | May 11, 2026 |
|---|