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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 |
|---|---|---|---|---|
| HOI Segmentation | 1 | 1 | Feb 18, 2026 | |
| LV / MYO / RV Segmentation | 1 | 1 | Feb 18, 2026 | |
| High-level Activity Labeling | 1 | 1 | Feb 18, 2026 | |
| CXR-to-report generation | 1 | 2 | Feb 21, 2026 | |
| CXR-to-Report Retrieval | 1 | 1 | Feb 18, 2026 | |
| Action Proposal Generation | 1 | 1 | Feb 22, 2026 | |
| Object-level Fine-Grained SBIR | 1 | 1 | Feb 18, 2026 | |
| Report-to-CXR Retrieval | 1 | 1 | Feb 18, 2026 | |
| Sketch-based Few-Shot Class-Incremental Learning |
| 1 |
| 1 |
| Feb 18, 2026 |
| Latent Space Interpretability | 1 | 1 | Feb 18, 2026 |
|---|
| Stereo Pose Estimation | 1 | 1 | Feb 22, 2026 |
|---|
| 3D Scene Composition | 1 | 1 | Feb 18, 2026 |
|---|
| Generic Multiple Object Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Parts Segmentation | 1 | 1 | Feb 18, 2026 |
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| Expression CoT Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Saliency | 1 | 1 | Feb 18, 2026 |
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| Static Facial Expression Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Frame synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-task Learning (3 tasks) | 1 | 2 | Feb 18, 2026 |
|---|
| 2D Distribution Mapping | 1 | 1 | Feb 21, 2026 |
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| Cross-domain recognition | 1 | 1 | Feb 18, 2026 |
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| Multi-task Learning (Semantic Segmentation, Surface Normals, Depth Estimation) | 1 | 2 | Feb 21, 2026 |
|---|
| Grasp point detection | 1 | 1 | Feb 18, 2026 |
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| Left Ventricle Epicardium Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Cardiomegaly Classification | 1 | 1 | Feb 18, 2026 |
|---|