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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 |
|---|---|---|---|---|
| Mathematical Expression Recognition | 12 | 5 | Mar 10, 2026 | |
| Expression Recognition | 12 | 9 | May 29, 2026 | |
| Abnormality Detection | 12 | 8 | Jun 24, 2026 | |
| Video Object Detection | 12 | 29 | May 18, 2026 | |
| 5-way Image Classification | 12 | 23 | May 26, 2026 | |
| Single-image spatial reasoning | 12 | 3 | Jul 2, 2026 | |
| Body region detection | 12 | 1 | Feb 19, 2026 | |
| PET image reconstruction | 12 | 4 | May 11, 2026 | |
| Robot Grasping |
| 12 |
| 7 |
| Jun 5, 2026 |
| BEV Semantic Segmentation | 12 | 10 | May 26, 2026 |
|---|
| Bounding box localization | 12 | 3 | Jun 8, 2026 |
|---|
| TOS classification | 12 | 2 | May 29, 2026 |
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| Saliency map evaluation | 12 | 7 | Jun 19, 2026 |
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| Adverb recognition | 12 | 2 | Feb 27, 2026 |
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| Remote Sensing Change Detection | 12 | 10 | May 11, 2026 |
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| Face Clustering | 12 | 6 | Jun 5, 2026 |
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| Brain Segmentation | 12 | 5 | Apr 23, 2026 |
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| Vehicle Trajectory Prediction | 12 | 13 | Apr 20, 2026 |
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| Human-Object Interaction Generation | 12 | 9 | Jun 23, 2026 |
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| Future Frame Prediction | 12 | 6 | Jul 3, 2026 |
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| Cell classification | 12 | 9 | Jun 4, 2026 |
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| Spatio-temporal Action Localization | 12 | 10 | Apr 6, 2026 |
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| Universal Cross-Domain Retrieval | 12 | 1 | May 26, 2026 |
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| Mislabel Detection | 12 | 4 | Jun 1, 2026 |
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| Class-incremental classification | 12 | 3 | Jul 1, 2026 |
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