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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 |
|---|---|---|---|---|
| Vision-Language Hallucination Evaluation | 1 | 1 | Feb 19, 2026 | |
| Unpaired Image-to-Image Translation (Apple to Orange) | 1 | 1 | Feb 18, 2026 | |
| Chart-based Reasoning | 1 | 2 | Apr 10, 2026 | |
| End-to-end Hair Reconstruction | 1 | 1 | Apr 7, 2026 | |
| Surgical Action Planning | 1 | 1 | Feb 18, 2026 | |
| Point-level 3D shape anomaly detection | 1 | 1 | Apr 7, 2026 | |
| Rank-1 Identification | 1 | 1 | Feb 18, 2026 | |
| Video In-Context Learning |
| 1 |
| 1 |
| Feb 19, 2026 |
| Unpaired Image-to-Image Translation (Orange to Apple) | 1 | 1 | Feb 18, 2026 |
|---|
| Video Knowledge Acquisition | 1 | 1 | Feb 19, 2026 |
|---|
| Geometric Image Editing | 1 | 1 | Feb 19, 2026 |
|---|
| E-commerce Short Video Understanding | 1 | 1 | Feb 19, 2026 |
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| Planar Segmentation | 1 | 1 | Feb 18, 2026 |
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| Predicate Recognition | 1 | 1 | Feb 27, 2026 |
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| Face Restoration (x8) | 1 | 1 | Feb 18, 2026 |
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| Distance Spatial Grounding | 1 | 1 | Feb 19, 2026 |
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| External Knowledge-dependent Image Question Answering | 1 | 3 | Mar 24, 2026 |
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| V2V camera control | 1 | 1 | Feb 19, 2026 |
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| Full Lane Graph Prediction | 1 | 1 | Feb 18, 2026 |
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| Physics Plausibility Evaluation | 1 | 1 | Feb 19, 2026 |
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| Carotid plaque grading | 1 | 1 | Feb 18, 2026 |
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| Motion | 1 | 8 | Apr 3, 2026 |
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| Burst Joint Demosaicing and Super-Resolution | 1 | 1 | Feb 18, 2026 |
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| Two Boxes Detection | 1 | 1 | Feb 27, 2026 |
|---|
| Animatable Face Image Synthesis | 1 | 1 | Feb 18, 2026 |
|---|