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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 |
|---|---|---|---|---|
| Single frame prediction | 2 | 1 | Feb 18, 2026 | |
| Extrinsic Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 | |
| Monocular 3D Human Pose and Mesh Recovery | 2 | 1 | Feb 18, 2026 | |
| Pose-aware shape modeling | 2 | 1 | Feb 18, 2026 | |
| Text-to-Humanoid Motion Generation | 2 | 1 | Feb 21, 2026 | |
| Polyp Classification | 2 | 2 | Jun 16, 2026 | |
| Planetary Nebula Detection | 2 | 1 | Feb 18, 2026 | |
| Predicting CNN generalization from weights | 2 | 1 | Feb 18, 2026 | |
| 2 |
| 1 |
| Feb 21, 2026 |
| Breast Lesion Segmentation | 2 | 2 | May 1, 2026 |
|---|
| Object Change Detection | 2 | 1 | Feb 27, 2026 |
|---|
| Image-based Question Answering | 2 | 2 | Feb 22, 2026 |
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| Low-Dose CT Image Reconstruction | 2 | 1 | Feb 18, 2026 |
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| 3D Hierarchical Segmentation | 2 | 1 | Feb 18, 2026 |
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| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 |
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| Frame-wise Semantic Risk Detection | 2 | 1 | Feb 21, 2026 |
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| Panoramic classification | 2 | 1 | Feb 18, 2026 |
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| LiDAR-to-Camera Calibration | 2 | 3 | Jun 1, 2026 |
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| Center ground-view synthesis | 2 | 1 | Feb 18, 2026 |
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| Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) | 2 | 7 | Feb 18, 2026 |
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| Non-Contact Affordance Estimation | 2 | 1 | Feb 21, 2026 |
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| Transition Question Answering | 2 | 1 | Feb 18, 2026 |
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| Boundary Tracking | 2 | 1 | Feb 21, 2026 |
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| 3D Human Pose Forecasting | 2 | 3 | Feb 20, 2026 |
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| HDR Image Prediction | 2 | 1 | Feb 18, 2026 |
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