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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 |
|---|---|---|---|---|
| Unsupervised Anomaly Localization | 1 | 1 | Feb 18, 2026 | |
| CT Hemorrhage Classification | 1 | 1 | Feb 18, 2026 | |
| CT Fracture Classification | 1 | 1 | Feb 18, 2026 | |
| CT Midline Shift Classification | 1 | 1 | Feb 18, 2026 | |
| Spatial Transcriptomics Interpolation | 1 | 1 | Feb 18, 2026 | |
| RGB-T Saliency Object Detection | 1 | 1 | Feb 18, 2026 | |
| Neuron Concept Annotation | 1 | 1 | Feb 18, 2026 | |
| Polyp Re-identification | 1 | 1 | Feb 18, 2026 | |
| Manipulated Entity Identification |
| 1 |
| 1 |
| Feb 18, 2026 |
| Pathological malignancy classification | 1 | 1 | Feb 18, 2026 |
|---|
| Cosegmentation | 1 | 2 | Feb 18, 2026 |
|---|
| Human Keypoint Estimation | 1 | 2 | Mar 16, 2026 |
|---|
| Visual Cognition Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Label Recognition with Partial Labels | 1 | 1 | Feb 18, 2026 |
|---|
| Liver Tumor Diagnosis | 1 | 1 | Feb 18, 2026 |
|---|
| 2D-to-3D Reconstruction | 1 | 2 | Feb 18, 2026 |
|---|
| Natural Image Super-resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Nuclei Panoptic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Object Detection Attack | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-category object detection | 1 | 1 | Feb 18, 2026 |
|---|
| Dominant parallel line detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Incremental Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-image Understanding and Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Domain Adaptation for Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Binary Nuclei Detection | 1 | 2 | Jun 30, 2026 |
|---|