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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 |
|---|---|---|---|---|
| Sub-activity Classification | 1 | 1 | Feb 18, 2026 | |
| Visual Text Editing | 1 | 1 | Feb 27, 2026 | |
| Skinning Prediction | 1 | 1 | Feb 18, 2026 | |
| Single-view 3D classification | 1 | 1 | Feb 18, 2026 | |
| Curve Text Detection | 1 | 1 | Feb 18, 2026 | |
| Heavy Rain Streak Removal | 1 | 1 | Feb 18, 2026 | |
| Nighttime dynamic scene imaging | 1 | 1 | Feb 18, 2026 | |
| Video Demoiréing (Temporal Consistency) | 1 | 1 | Feb 18, 2026 | |
| Light rain streak removal |
| 1 |
| 1 |
| Feb 18, 2026 |
| White-box Adversarial Robustness | 1 | 1 | Feb 18, 2026 |
|---|
| COVID-19 Ventilation Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Temporal Consistency in Depth Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Clickability Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Object category learning and recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Portrait Video Relighting | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-task Learning (Segmentation, Depth, Surface Normal) | 1 | 1 | Feb 18, 2026 |
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| Multi-task Learning (40 tasks) | 1 | 1 | Feb 18, 2026 |
|---|
| Sign Language Representation Analysis | 1 | 1 | Feb 18, 2026 |
|---|
| Motion-aware customized video generation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Target Unsupervised Domain Adaptation | 1 | 2 | Feb 18, 2026 |
|---|
| Semantic Role Prediction | 1 | 2 | Feb 18, 2026 |
|---|
| Subject Motion Control | 1 | 1 | Feb 18, 2026 |
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| Video clip retrieval | 1 | 1 | Feb 27, 2026 |
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| Textured single view reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Video Frame Classification | 1 | 1 | Feb 18, 2026 |
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