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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 |
|---|---|---|---|---|
| Perineural Invasion Detection | 2 | 1 | Feb 22, 2026 | |
| Human Action Generation | 2 | 1 | Feb 18, 2026 | |
| Attribute Presence Measurement | 2 | 1 | Feb 19, 2026 | |
| Vision-Language Captioning | 2 | 1 | Feb 22, 2026 | |
| Truthful data submission evaluation | 2 | 1 | Feb 22, 2026 | |
| Normal/Abnormal Classification | 2 | 2 | Mar 20, 2026 | |
| Prototypical Part Purity | 2 | 1 | Feb 19, 2026 | |
| 3D Saliency Prediction | 2 | 1 | Feb 19, 2026 | |
| Color Constancy Index modeling |
| 2 |
| 1 |
| Feb 22, 2026 |
| Surgical Smoke Removal | 2 | 2 | Mar 30, 2026 |
|---|
| Observer-Centric Salient Object Detection | 2 | 1 | Feb 19, 2026 |
|---|
| Closed-ended Visual Question Answering | 2 | 1 | Feb 22, 2026 |
|---|
| Sim-to-Real Video Translation | 2 | 2 | Mar 25, 2026 |
|---|
| Post-stow bin state prediction | 2 | 1 | Feb 22, 2026 |
|---|
| Image Labeling | 2 | 1 | Feb 22, 2026 |
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| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
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| Visual Spatial Intelligence Reasoning | 2 | 2 | Mar 4, 2026 |
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| High Dynamic Range Imaging | 2 | 2 | May 28, 2026 |
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| Multi-label Temporal Action Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Long-form video understanding and instruction following | 2 | 1 | Feb 22, 2026 |
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| Roadside LiDAR Background Subtraction | 2 | 1 | Feb 22, 2026 |
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| Motion Understanding and Temporal Reasoning | 2 | 1 | Feb 22, 2026 |
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| Screenshot-to-code generation | 2 | 1 | Feb 19, 2026 |
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| 3D Animal Pose Estimation | 2 | 1 | Feb 19, 2026 |
|---|
| Sketch-to-Real Person Re-identification | 2 | 1 | Feb 22, 2026 |
|---|