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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 |
|---|---|---|---|---|
| Action-Conditioned Hand-Object Co-Grounded Reasoning | 1 | 1 | Feb 20, 2026 | |
| Grounding Evaluation | 1 | 1 | Jun 12, 2026 | |
| Adversarial Figure Manipulation Detection | 1 | 1 | Jun 12, 2026 | |
| Shape Association Prediction | 1 | 1 | Feb 18, 2026 | |
| SIRST Detection | 1 | 1 | Feb 20, 2026 | |
| Guided caption generation | 1 | 1 | Feb 18, 2026 | |
| Groundability Classification | 1 | 1 | Feb 18, 2026 | |
| Affective Image Stylization | 1 | 1 | Feb 20, 2026 | |
| 1 |
| 1 |
| Feb 20, 2026 |
| Novel Concept Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Local Refinement | 1 | 1 | Feb 20, 2026 |
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| Temporal Autonomous Driving Understanding | 1 | 1 | Feb 20, 2026 |
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| Physical Activity Recognition | 1 | 2 | Apr 14, 2026 |
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| Masked Editing | 1 | 1 | Feb 20, 2026 |
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| Foreground Video Relighting | 1 | 1 | Feb 20, 2026 |
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| Joint Caption and Trace Generation | 1 | 1 | Feb 18, 2026 |
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| Distance Classification | 1 | 1 | Feb 18, 2026 |
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| Image and Video Quality Assessment | 1 | 1 | Feb 20, 2026 |
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| Speed Classification | 1 | 1 | Feb 18, 2026 |
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| Spatial Aesthetic Image Quality Assessment | 1 | 1 | Feb 20, 2026 |
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| Video Background Consistency | 1 | 1 | Feb 20, 2026 |
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| Unpaired Super-Resolution | 1 | 1 | Feb 18, 2026 |
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| Camera- and Time-Controlled Video Generation | 1 | 1 | Feb 20, 2026 |
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| Multi-label lesion detection | 1 | 1 | Feb 20, 2026 |
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| Multi-In-Domain Face Forgery Detection | 1 | 1 | Feb 20, 2026 |
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