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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 |
|---|---|---|---|---|
| Instance Orientation Estimation | 1 | 1 | Feb 18, 2026 | |
| Pulmonary Artery Segmentation | 1 | 1 | Feb 18, 2026 | |
| IDH mutation status classification | 1 | 1 | Feb 22, 2026 | |
| Novel Pose Reconstruction | 1 | 1 | Feb 18, 2026 | |
| 3D Facial Landmark Alignment | 1 | 1 | Feb 18, 2026 | |
| Screenshot-to-code | 1 | 2 | Feb 19, 2026 | |
| Video-Text Understanding | 1 | 1 | Feb 18, 2026 | |
| Unsupervised Part Discovery | 1 | 1 | Feb 18, 2026 | |
| 1 |
| 1 |
| Feb 18, 2026 |
| Unsupervised Anomaly Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Object Tracking (cars) | 1 | 1 | Feb 18, 2026 |
|---|
| CT Hemorrhage Classification | 1 | 1 | Feb 18, 2026 |
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| CT Fracture Classification | 1 | 1 | Feb 18, 2026 |
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| CT Midline Shift Classification | 1 | 1 | Feb 18, 2026 |
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| Spatial Transcriptomics Interpolation | 1 | 1 | Feb 18, 2026 |
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| RGB-T Saliency Object Detection | 1 | 1 | Feb 18, 2026 |
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| Neuron Concept Annotation | 1 | 1 | Feb 18, 2026 |
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| Polyp Re-identification | 1 | 1 | Feb 18, 2026 |
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| Manipulated Entity Identification | 1 | 1 | Feb 18, 2026 |
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| Pathological malignancy classification | 1 | 1 | Feb 18, 2026 |
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| Cosegmentation | 1 | 2 | Feb 18, 2026 |
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| Human Keypoint Estimation | 1 | 2 | Mar 16, 2026 |
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| Visual Cognition Evaluation | 1 | 1 | Feb 18, 2026 |
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| Multi-Label Recognition with Partial Labels | 1 | 1 | Feb 18, 2026 |
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| Liver Tumor Diagnosis | 1 | 1 | Feb 18, 2026 |
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