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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 |
|---|---|---|---|---|
| Word Spotting | 6 | 11 | Feb 18, 2026 | |
| Sign Recognition | 6 | 2 | Feb 18, 2026 | |
| Image Description | 6 | 4 | Jun 25, 2026 | |
| Tooth Surface Identification | 6 | 1 | Mar 10, 2026 | |
| Motion-Controlled Video Generation | 6 | 5 | Jul 3, 2026 | |
| Blind Super-Resolution (x2) | 6 | 1 | Feb 18, 2026 | |
| Sketch Recognition | 6 | 2 | Feb 22, 2026 | |
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 | |
| Histopathology classification |
| 6 |
| 4 |
| May 19, 2026 |
| Open-Set Semantic Segmentation | 6 | 2 | Feb 24, 2026 |
|---|
| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
|---|
| Whole-body Mesh Recovery | 6 | 4 | Mar 31, 2026 |
|---|
| Smoke Segmentation | 6 | 1 | Feb 19, 2026 |
|---|
| Satellite-to-Drone Geo-localization | 6 | 4 | Apr 20, 2026 |
|---|
| Facial Beauty Prediction | 6 | 2 | Mar 19, 2026 |
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| Multi-modal manipulation detection | 6 | 1 | Mar 4, 2026 |
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| Object Perception | 6 | 2 | Jul 7, 2026 |
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| 3D Human Motion Capture | 6 | 3 | May 20, 2026 |
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| Mathematical & Geometric Reasoning | 6 | 2 | Apr 13, 2026 |
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| Open Vocabulary Mobile Manipulation | 6 | 4 | Apr 29, 2026 |
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| 4D Human Reconstruction | 6 | 2 | Apr 13, 2026 |
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| Text Image Super-Resolution | 6 | 3 | May 14, 2026 |
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| Scene Captioning | 6 | 2 | Apr 2, 2026 |
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| Video Fusion | 6 | 2 | Apr 3, 2026 |
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| 2D Super-Resolution | 6 | 1 | Feb 18, 2026 |
|---|