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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 |
|---|---|---|---|---|
| Distinguishing correct from incorrect AI classifications | 1 | 1 | Feb 18, 2026 | |
| Deep Image Matting | 1 | 1 | Feb 18, 2026 | |
| Object Affordance Labeling | 1 | 1 | Feb 18, 2026 | |
| Human global trajectory and motion reconstruction | 1 | 2 | Mar 19, 2026 | |
| Image Location Prediction | 1 | 1 | Feb 27, 2026 | |
| Cause discovery for incorrect predictions | 1 | 1 | Feb 18, 2026 | |
| Discovering the causes of incorrect predictions | 1 | 2 | May 20, 2026 | |
| Sub-activity Labeling | 1 | 1 | Feb 18, 2026 | |
| Visual Difference Discernment |
| 1 |
| 1 |
| Feb 18, 2026 |
| Bird's Eye View Object Detection (Car) | 1 | 4 | Feb 27, 2026 |
|---|
| 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 |
|---|
| 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 |
|---|
| 3D Scene Composition | 1 | 1 | Feb 18, 2026 |
|---|
| Generic Multiple Object Tracking | 1 | 1 | Feb 18, 2026 |
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| Parts Segmentation | 1 | 1 | Feb 18, 2026 |
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| Expression CoT Generation | 1 | 1 | Feb 18, 2026 |
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| Saliency | 1 | 1 | Feb 18, 2026 |
|---|
| Static Facial Expression Recognition | 1 | 1 | Feb 18, 2026 |
|---|