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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 |
|---|---|---|---|---|
| Copyright tracking | 17 | 1 | Feb 24, 2026 | |
| Fine-grained Visual Reasoning | 17 | 6 | Jul 9, 2026 | |
| Action Localization | 17 | 11 | Feb 20, 2026 | |
| Circuit localization | 17 | 3 | Jun 2, 2026 | |
| 3D Anomaly Detection | 17 | 19 | Jun 30, 2026 | |
| Multi-camera calibration | 17 | 1 | Jul 8, 2026 | |
| Geolocation | 17 | 6 | Jun 19, 2026 | |
| Visual Spatial Reasoning | 17 | 11 | Jun 24, 2026 | |
| Accident Anticipation |
| 17 |
| 7 |
| Jun 15, 2026 |
| Gland Segmentation | 17 | 15 | Jun 5, 2026 |
|---|
| Room Layout Estimation | 17 | 8 | Feb 22, 2026 |
|---|
| Monocular Camera Calibration | 17 | 1 | Feb 18, 2026 |
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| Handwritten Mathematical Expression Recognition | 17 | 13 | Feb 19, 2026 |
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| Image Modeling | 17 | 14 | Jul 3, 2026 |
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| Deep Metric Learning | 17 | 13 | Jun 30, 2026 |
|---|
| Visual Text Rendering | 17 | 11 | May 13, 2026 |
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| Weakly supervised semantic segmentation | 17 | 24 | Jul 7, 2026 |
|---|
| COVID-19 Classification | 17 | 7 | Jun 30, 2026 |
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| Activity Classification | 17 | 12 | Jul 7, 2026 |
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| Image Manipulation | 17 | 6 | May 20, 2026 |
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| Downstream Classification | 16 | 8 | Jun 12, 2026 |
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| Human Avatar Reconstruction | 16 | 4 | May 25, 2026 |
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| Pedestrian Attribute Recognition | 16 | 19 | Jun 23, 2026 |
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| Scene Retrieval | 16 | 5 | Jul 7, 2026 |
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| Fundamental Matrix Estimation | 16 | 7 | Jul 7, 2026 |
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