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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 |
|---|---|---|---|---|
| Map-view Segmentation (Lane) | 1 | 1 | Feb 18, 2026 | |
| Multimodal Image-to-Image Translation (RGB+Shade to Normal) | 1 | 1 | Feb 18, 2026 | |
| Map-view Segmentation (Vehicle) | 1 | 1 | Feb 18, 2026 | |
| Multimodal Image-to-Image Translation (RGB+Normal to Shade) | 1 | 1 | Feb 18, 2026 | |
| LiDAR Intensity Synthesis | 1 | 1 | Mar 16, 2026 | |
| Chinese Handwriting Recognition | 1 | 1 | Feb 18, 2026 | |
| Multiple Choice VideoQA | 1 | 3 | Feb 19, 2026 | |
| Dense Correspondence | 1 | 1 | Feb 18, 2026 | |
| 1 |
| 1 |
| Feb 18, 2026 |
| Omni-modal dense video captioning | 1 | 1 | Feb 18, 2026 |
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| Forensic identification quality assessment | 1 | 1 | Mar 16, 2026 |
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| Visual-only Speech Recognition | 1 | 7 | Jun 2, 2026 |
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| Omni-modal temporal video grounding | 1 | 1 | Feb 18, 2026 |
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| Omni-modal segment captioning | 1 | 1 | Feb 18, 2026 |
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| Tool Presence Detection | 1 | 3 | Feb 18, 2026 |
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| Brain Stroke Segmentation | 1 | 1 | Feb 18, 2026 |
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| Multi-modal Retinal Image Registration | 1 | 1 | Feb 18, 2026 |
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| Outdoor Semantic Segmentation | 1 | 3 | Apr 14, 2026 |
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| Instance Shadow Segmentation | 1 | 1 | Feb 18, 2026 |
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| 2D Surface Reconstruction | 1 | 1 | Feb 18, 2026 |
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| 2D Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Rib Fracture Detection | 1 | 1 | Feb 18, 2026 |
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| Occluded Hand Joint Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Locate (inconsistent QA pairs) | 1 | 1 | Feb 18, 2026 |
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| Dense Open-set Recognition | 1 | 1 | Feb 18, 2026 |
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