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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 |
|---|---|---|---|---|
| Pose-conditioned avatar generation | 2 | 1 | Feb 20, 2026 | |
| Heading Angle Prediction | 2 | 1 | Feb 21, 2026 | |
| Lane Tracking | 2 | 2 | Apr 28, 2026 | |
| Extrinsic Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 | |
| Fundus Image Segmentation | 2 | 1 | Feb 18, 2026 | |
| Bird's Eye View (BEV) Detection | 2 | 3 | Feb 27, 2026 | |
| Anatomical Landmark Detection | 2 | 2 | Feb 19, 2026 | |
| Common action localization | 2 | 1 | Feb 18, 2026 | |
| Spatio-temporal common action localization |
| 2 |
| 1 |
| Feb 18, 2026 |
| Pedestrian Image Captioning | 2 | 1 | Feb 18, 2026 |
|---|
| Camouflaged Object Edge Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Driving Scene Topology | 2 | 3 | Apr 28, 2026 |
|---|
| Wildfire Spread Prediction (Mask Video) | 2 | 1 | Feb 20, 2026 |
|---|
| Single Object Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Single frame prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 |
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| Monocular 3D Human Pose and Mesh Recovery | 2 | 1 | Feb 18, 2026 |
|---|
| Pose-aware shape modeling | 2 | 1 | Feb 18, 2026 |
|---|
| Polyp Classification | 2 | 2 | Jun 16, 2026 |
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| Planetary Nebula Detection | 2 | 1 | Feb 18, 2026 |
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| Predicting CNN generalization from weights | 2 | 1 | Feb 18, 2026 |
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| Breast Lesion Segmentation | 2 | 2 | May 1, 2026 |
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| LiDAR-to-Camera Calibration | 2 | 3 | Jun 1, 2026 |
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| Object Change Detection | 2 | 1 | Feb 27, 2026 |
|---|
| Non-Contact Affordance Estimation | 2 | 1 | Feb 21, 2026 |
|---|