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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 |
|---|---|---|---|---|
| Generic Multiple Object Tracking | 1 | 1 | Feb 18, 2026 | |
| Parts Segmentation | 1 | 1 | Feb 18, 2026 | |
| Expression CoT Generation | 1 | 1 | Feb 18, 2026 | |
| Saliency | 1 | 1 | Feb 18, 2026 | |
| Static Facial Expression Recognition | 1 | 1 | Feb 18, 2026 | |
| Renal Compartment Segmentation | 1 | 1 | Feb 22, 2026 | |
| Low-light Raw Video Denoising | 1 | 1 | Feb 18, 2026 | |
| Frame synthesis | 1 | 1 | Feb 18, 2026 | |
| Multi-task Learning (3 tasks) | 1 | 2 |
| Feb 18, 2026 |
| 2D Distribution Mapping | 1 | 1 | Feb 21, 2026 |
|---|
| Cross-domain recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-task Learning (Semantic Segmentation, Surface Normals, Depth Estimation) | 1 | 2 | Feb 21, 2026 |
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| Grasp point detection | 1 | 1 | Feb 18, 2026 |
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| Left Ventricle Epicardium Segmentation | 1 | 1 | Feb 18, 2026 |
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| Cardiomegaly Classification | 1 | 1 | Feb 18, 2026 |
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| 3D-to-2D watermarking | 1 | 1 | Feb 18, 2026 |
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| Road Topology Reasoning | 1 | 1 | Feb 18, 2026 |
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| Video Comment Retrieval | 1 | 1 | Feb 18, 2026 |
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| Generalized OOD Detection | 1 | 2 | Feb 18, 2026 |
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| Consistency | 1 | 1 | Feb 18, 2026 |
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| Multi-object 3D Visual Grounding | 1 | 4 | Apr 21, 2026 |
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| Referring and Grounding | 1 | 1 | Feb 18, 2026 |
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| Multi-disciplinary Visual Question Answering | 1 | 2 | Feb 18, 2026 |
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| Out-of-Distribution General Visual Question Answering | 1 | 1 | Feb 18, 2026 |
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| OCR and Text-based Visual Question Answering | 1 | 5 | Feb 25, 2026 |
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