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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 |
|---|---|---|---|---|
| Area Estimation | 5 | 2 | May 13, 2026 | |
| Fovea localization | 5 | 1 | Feb 18, 2026 | |
| Ring Artifact Reduction | 5 | 1 | Feb 19, 2026 | |
| Hand-Object Interaction | 5 | 3 | Apr 15, 2026 | |
| Few-Shot Open-Set Action Recognition | 5 | 1 | Mar 5, 2026 | |
| Single Image Deraining | 5 | 3 | Feb 18, 2026 | |
| Interactive Video Object Segmentation | 5 | 7 | Feb 18, 2026 | |
| Tampering Localization | 5 | 3 | Jun 24, 2026 | |
| Visual Saliency Prediction | 5 | 3 | Feb 18, 2026 | |
| Correlation Coefficient Analysis |
|---|
| 5 |
| 1 |
| Feb 19, 2026 |
| Clustering (Color) | 5 | 3 | Feb 21, 2026 |
|---|
| Pose Generation | 5 | 3 | Apr 21, 2026 |
|---|
| Drone Tracking | 5 | 2 | Jun 4, 2026 |
|---|
| Ghost Imaging Reconstruction | 5 | 2 | May 12, 2026 |
|---|
| Leaf Instance Segmentation | 5 | 1 | Mar 5, 2026 |
|---|
| Document OCR | 5 | 4 | Jul 2, 2026 |
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| Retinal Image Registration | 5 | 3 | Mar 12, 2026 |
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| HER2 Status Prediction | 5 | 4 | Jun 23, 2026 |
|---|
| GUI reasoning | 5 | 2 | Apr 16, 2026 |
|---|
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 |
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| Cooperative Perception | 5 | 3 | May 4, 2026 |
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| Visualization Generation | 5 | 2 | Apr 14, 2026 |
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| Early Action Recognition | 5 | 3 | Feb 27, 2026 |
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| Keypoint Prediction | 5 | 3 | Apr 13, 2026 |
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| Location Prediction | 5 | 3 | Jun 9, 2026 |
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