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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 |
|---|---|---|---|---|
| Biomedical domain adaptation | 2 | 1 | Mar 16, 2026 | |
| Multi-agent System Safety Evaluation | 2 | 1 | Feb 18, 2026 | |
| Video-level A/H Recognition | 2 | 2 | Mar 19, 2026 | |
| 3D reconstruction training efficiency | 2 | 1 | Mar 16, 2026 | |
| Panoptic Scene Graph Generation | 2 | 4 | Apr 27, 2026 | |
| Operational Burden Evaluation | 2 | 1 | Mar 16, 2026 | |
| Procedural Multimodal Machine Comprehension | 2 | 1 | Feb 18, 2026 | |
| Human-Object Interaction Segmentation | 2 | 1 | Feb 18, 2026 | |
| Tool Invocation |
| 2 |
| 2 |
| Jul 9, 2026 |
| Multimodal Point Cloud Registration | 2 | 1 | Mar 16, 2026 |
|---|
| Demoiréing | 2 | 2 | Apr 14, 2026 |
|---|
| Flood risk prediction | 2 | 1 | Mar 16, 2026 |
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| Schema retrieval | 2 | 1 | Mar 16, 2026 |
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| Watermark Restoration | 2 | 2 | May 12, 2026 |
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| Road defect detection | 2 | 2 | May 1, 2026 |
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| Critical View of Safety assessment | 2 | 3 | Jun 25, 2026 |
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| 4D Scene Editing | 2 | 1 | Mar 16, 2026 |
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| Cross-area Image Geolocalization | 2 | 1 | Mar 16, 2026 |
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| 3D reconstruction of fast moving objects | 2 | 1 | Feb 18, 2026 |
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| Zero-shot performance evaluation | 2 | 2 | Feb 20, 2026 |
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| City-wide geo-localization | 2 | 1 | Feb 18, 2026 |
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| standard QA | 2 | 1 | Mar 16, 2026 |
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| Zero-resource speech modeling | 2 | 1 | Feb 18, 2026 |
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| Verb prediction | 2 | 2 | Apr 28, 2026 |
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| Modeling Partial Differential Equations | 2 | 1 | Mar 16, 2026 |
|---|