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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 |
|---|---|---|---|---|
| Cross-modal Retrieval (Audio to Video) | 2 | 1 | Feb 18, 2026 | |
| Fluid Topology Prediction | 2 | 1 | Mar 16, 2026 | |
| Universal Retrieval | 2 | 1 | Mar 16, 2026 | |
| Visual Stability | 2 | 1 | Mar 16, 2026 | |
| Camera Trajectory Generation | 2 | 2 | Apr 6, 2026 | |
| Grasp Box | 2 | 2 | Apr 30, 2026 | |
| Photometric Stereo | 2 | 2 | Feb 18, 2026 | |
| Dynamic Continual Generalized Zero-Shot Learning | 2 | 1 | Feb 18, 2026 | |
| High Dynamic Range (HDR) Reconstruction | 2 | 2 |
| May 28, 2026 |
| Financial Language Understanding | 2 | 2 | Mar 20, 2026 |
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| Human attention prediction | 2 | 1 | Feb 18, 2026 |
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| Lensless Image Reconstruction | 2 | 3 | Jun 16, 2026 |
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| Lungs Segmentation | 2 | 2 | Feb 25, 2026 |
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| Color Intervention | 2 | 1 | Mar 13, 2026 |
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| Sequential Image Recognition | 2 | 2 | Feb 18, 2026 |
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| CAD alignment | 2 | 2 | Jun 18, 2026 |
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| Video Text Tracking | 2 | 1 | Feb 18, 2026 |
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| Motion blur removal | 2 | 1 | Feb 18, 2026 |
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| Cooperative Localization | 2 | 1 | Mar 13, 2026 |
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| Phonetic Transcription | 2 | 1 | Feb 18, 2026 |
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| Heavy Makeup Classification | 2 | 1 | Feb 18, 2026 |
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| GUI Agent Planning and Execution | 2 | 3 | Apr 16, 2026 |
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| Global Visual-Text Matching | 2 | 1 | Mar 13, 2026 |
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| Long-CoT Reasoning | 2 | 1 | Mar 13, 2026 |
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| Urban Sensing | 2 | 1 | Mar 13, 2026 |
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