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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 |
|---|---|---|---|---|
| Face Restoration (x8) | 1 | 1 | Feb 18, 2026 | |
| Distance Spatial Grounding | 1 | 1 | Feb 19, 2026 | |
| Font-to-Impression Retrieval | 1 | 1 | Apr 7, 2026 | |
| Long-Term Video Understanding | 1 | 2 | Feb 18, 2026 | |
| Perceptual Similarity Assessment | 1 | 1 | Feb 18, 2026 | |
| Multi-image part-focused co-segmentation | 1 | 1 | Feb 18, 2026 | |
| External Knowledge-dependent Image Question Answering | 1 | 3 | Mar 24, 2026 | |
| V2V camera control | 1 | 1 | Feb 19, 2026 | |
| Vessel Density Estimation |
|---|
| 1 |
| 1 |
| Apr 7, 2026 |
| Full Lane Graph Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Physics Plausibility Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Carotid plaque grading | 1 | 1 | Feb 18, 2026 |
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| Motion | 1 | 8 | Apr 3, 2026 |
|---|
| Burst Joint Demosaicing and Super-Resolution | 1 | 1 | Feb 18, 2026 |
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| Two Boxes Detection | 1 | 1 | Feb 27, 2026 |
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| Animatable Face Image Synthesis | 1 | 1 | Feb 18, 2026 |
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| Semantic Occupancy Forecasting | 1 | 1 | Feb 19, 2026 |
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| Text-Motion Retrieval | 1 | 1 | Feb 19, 2026 |
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| Multispectral Semantic Segmentation | 1 | 1 | Feb 19, 2026 |
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| Image Rescaling (x2) | 1 | 1 | Feb 18, 2026 |
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| Fracture classification | 1 | 1 | Feb 27, 2026 |
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| 3D shape reconstruction from translational motion-blurred images | 1 | 1 | Feb 19, 2026 |
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| 3D shape reconstruction from rotational motion-blurred images | 1 | 1 | Feb 19, 2026 |
|---|
| Pruning Strategy Search | 1 | 1 | Feb 18, 2026 |
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| Global Perception | 1 | 1 | Feb 19, 2026 |
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