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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 |
|---|---|---|---|---|
| Few-Shot Class-Incremental Image-to-Text | 16 | 1 | Feb 18, 2026 | |
| Downstream Classification | 16 | 8 | Jun 12, 2026 | |
| Colorization | 16 | 16 | Mar 31, 2026 | |
| Co-speech gesture generation | 16 | 13 | May 27, 2026 | |
| Video saliency prediction | 16 | 11 | Jun 4, 2026 | |
| Visual Commonsense Reasoning | 16 | 21 | Mar 4, 2026 | |
| 3D Hand Reconstruction | 16 | 33 | Jul 7, 2026 | |
| Partial Domain Adaptation | 16 | 16 | Jun 4, 2026 | |
| DOA estimation | 16 | 3 | Apr 21, 2026 |
| Visual Search | 16 | 26 | Jul 2, 2026 |
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| Video Snapshot Compressive Imaging | 16 | 3 | May 1, 2026 |
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| Person Identification | 16 | 7 | May 12, 2026 |
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| Long-form Video Understanding | 16 | 35 | Jul 7, 2026 |
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| Audio-visual understanding | 16 | 22 | Jul 7, 2026 |
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| Coronary artery segmentation | 16 | 7 | Apr 14, 2026 |
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| Re-identification | 16 | 11 | Jul 3, 2026 |
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| Action Unit Detection | 16 | 12 | Apr 14, 2026 |
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| Spatiotemporal Prediction | 16 | 7 | Jun 23, 2026 |
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| Fundamental Matrix Estimation | 16 | 7 | Jul 7, 2026 |
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| Sketch-based image retrieval | 16 | 5 | Feb 18, 2026 |
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| Brain MRI Segmentation | 16 | 4 | Feb 18, 2026 |
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| Stroke Lesion Segmentation | 16 | 1 | Feb 18, 2026 |
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| OCR-based Visual Question Answering | 16 | 15 | Jun 18, 2026 |
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| Multi-Focus Image Fusion | 16 | 10 | Jul 1, 2026 |
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| Color Constancy | 15 | 6 | May 20, 2026 |
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