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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 |
|---|---|---|---|---|
| ISP Learning | 1 | 1 | Feb 20, 2026 | |
| Scene Layout Estimation | 1 | 2 | May 19, 2026 | |
| Multi-Image Fine-Grained Question Answering | 1 | 1 | Feb 20, 2026 | |
| Multimodal Sentiment Regression | 1 | 1 | Feb 20, 2026 | |
| Single-object Physical Backdoor Attack | 1 | 1 | Feb 20, 2026 | |
| Action-Conditioned Temporal Grounded Reasoning | 1 | 1 | Feb 20, 2026 | |
| Action-Conditioned Person Grounded Reasoning | 1 | 1 | Feb 20, 2026 | |
| Action-Conditioned Object Grounded Reasoning | 1 | 1 | Feb 20, 2026 |
| Color Association Prediction | 1 | 1 | Feb 18, 2026 |
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| Action-Conditioned Hand-Object Co-Grounded Reasoning | 1 | 1 | Feb 20, 2026 |
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| Shape Association Prediction | 1 | 1 | Feb 18, 2026 |
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| SIRST Detection | 1 | 1 | Feb 20, 2026 |
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| Guided caption generation | 1 | 1 | Feb 18, 2026 |
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| Groundability Classification | 1 | 1 | Feb 18, 2026 |
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| Affective Image Stylization | 1 | 1 | Feb 20, 2026 |
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| Whole Slide Image Analysis | 1 | 1 | Feb 20, 2026 |
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| Novel Concept Detection | 1 | 1 | Feb 18, 2026 |
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| 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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