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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 |
|---|---|---|---|---|
| Mono-temporal Cloud Removal | 3 | 1 | Feb 18, 2026 | |
| Fine-grained frame retrieval | 3 | 2 | Feb 18, 2026 | |
| Comprehensive Evaluation | 3 | 3 | May 28, 2026 | |
| Inverse Tone Mapping | 3 | 2 | Feb 18, 2026 | |
| Driving Scene Prediction | 3 | 1 | Feb 18, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| Trajectory Prediction and Robot Action Planning | 3 | 1 | Feb 18, 2026 | |
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 | |
| 3 |
| 2 |
| Apr 2, 2026 |
| 3D Animal Pose and Shape Estimation | 3 | 2 | Feb 18, 2026 |
|---|
| Temporal Video Super-Resolution | 3 | 1 | Feb 18, 2026 |
|---|
| Semantic Segmentation Propagation | 3 | 2 | Feb 18, 2026 |
|---|
| Video Action Detection | 3 | 2 | Feb 18, 2026 |
|---|
| RGB Trojan attack | 3 | 1 | Feb 18, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Shape Recovery | 3 | 3 | May 14, 2026 |
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| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
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| Attribute Detection | 3 | 3 | Feb 27, 2026 |
|---|
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 |
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| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
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| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
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| 3D Cloth Decomposition | 3 | 1 | Feb 18, 2026 |
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| Identifying mislabeling of Labeling Functions | 3 | 1 | Feb 18, 2026 |
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| Global Shutter image recovery | 3 | 1 | Feb 18, 2026 |
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| Stochastic Human Motion Prediction | 3 | 2 | Jun 8, 2026 |
|---|