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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 |
|---|---|---|---|---|
| Temporal action segmentation | 32 | 31 | Jun 23, 2026 | |
| Feature Matching | 32 | 15 | Jul 7, 2026 | |
| Predicate Classification | 32 | 33 | Jul 3, 2026 | |
| Whole Slide Image classification | 32 | 29 | Jul 3, 2026 | |
| Exemplar-Free Class-Incremental Learning | 32 | 7 | Jun 26, 2026 | |
| Zero-shot Learning | 31 | 30 | Jul 7, 2026 | |
| Image-to-Image Retrieval | 31 | 19 | Jul 8, 2026 | |
| Video Moment Retrieval | 31 | 22 | Jun 9, 2026 | |
| 3D Multi-Object Tracking |
| 31 |
| 49 |
| Jun 4, 2026 |
| Federated Image Classification | 31 | 18 | Jun 23, 2026 |
|---|
| Video Salient Object Detection | 31 | 10 | Jul 1, 2026 |
|---|
| Object Hallucination Detection | 31 | 18 | Jun 29, 2026 |
|---|
| Cross-Domain Image Retrieval | 31 | 5 | Apr 9, 2026 |
|---|
| Tamper Localization | 31 | 10 | Jun 24, 2026 |
|---|
| Vision-Language Reasoning | 31 | 20 | Jul 8, 2026 |
|---|
| Saliency Detection | 31 | 31 | Jul 8, 2026 |
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| Defocus Deblurring | 31 | 26 | Jul 8, 2026 |
|---|
| Animal Pose Estimation | 31 | 8 | Mar 18, 2026 |
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| Chart Understanding | 31 | 53 | Jul 7, 2026 |
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| Tile-level classification | 31 | 5 | Feb 21, 2026 |
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| Keypoint Matching | 31 | 14 | May 6, 2026 |
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| Dichotomous Image Segmentation | 31 | 14 | Jun 4, 2026 |
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| Pedestrian trajectory prediction | 31 | 21 | Jun 2, 2026 |
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| Object Pose Estimation | 30 | 26 | Jun 16, 2026 |
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| Random Inpainting | 30 | 17 | Jun 30, 2026 |
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