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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 |
|---|---|---|---|---|
| Cross-Domain Few-Shot Segmentation | 6 | 2 | Jun 24, 2026 | |
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 | |
| Video Fusion | 6 | 2 | Apr 3, 2026 | |
| Computer-Aided Diagnosis (CAD) | 6 | 3 | Jul 8, 2026 | |
| Multi-target Classification | 6 | 1 | Feb 18, 2026 | |
| Gesture Synthesis | 6 | 3 | Mar 4, 2026 | |
| Movie Tagging | 6 | 5 | Jun 4, 2026 | |
| Face Hallucination | 6 | 4 | Feb 20, 2026 | |
| Human Action QA | 6 | 1 | Feb 25, 2026 | |
| Chart Reasoning |
|---|
| 6 |
| 6 |
| May 18, 2026 |
| Skinning weight prediction | 6 | 3 | Feb 22, 2026 |
|---|
| Histopathology classification | 6 | 4 | May 19, 2026 |
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| Ophthalmic disease diagnosis | 6 | 3 | Feb 20, 2026 |
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| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
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| Open-Set Semantic Segmentation | 6 | 2 | Feb 24, 2026 |
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| Robotic Instrument Segmentation | 6 | 1 | Feb 18, 2026 |
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| Next-frame prediction | 6 | 4 | May 22, 2026 |
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| Cross-view Object Segmentation | 6 | 3 | Jun 30, 2026 |
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| Open Vocabulary Mobile Manipulation | 6 | 4 | Apr 29, 2026 |
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| Object Perception | 6 | 2 | Jul 7, 2026 |
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| Whole-body Mesh Recovery | 6 | 4 | Mar 31, 2026 |
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| Bird's Eye View (BEV) Object Detection | 6 | 6 | Feb 27, 2026 |
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| Video Annotation | 6 | 3 | Feb 18, 2026 |
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| Spatial Visual Question Answering | 6 | 5 | Jul 7, 2026 |
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| Joint Trajectory Prediction | 6 | 2 | May 13, 2026 |
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