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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 |
|---|---|---|---|---|
| Normal/Abnormal Classification | 2 | 2 | Mar 20, 2026 | |
| Displacement estimation | 2 | 1 | Feb 19, 2026 | |
| Patient-level Stenosis Classification | 2 | 1 | Feb 19, 2026 | |
| Building count estimation | 2 | 1 | Feb 27, 2026 | |
| Perineural Invasion Detection | 2 | 1 | Feb 22, 2026 | |
| Unconditional Image-to-Report Retrieval | 2 | 2 | Jun 2, 2026 | |
| View-level Stenosis Classification | 2 | 1 | Feb 19, 2026 | |
| Multi-frame Infrared Small Target Detection | 2 | 1 | Feb 19, 2026 | |
| Surgical Smoke Removal |
| 2 |
| 2 |
| Mar 30, 2026 |
| Audio-Video Alignment | 2 | 1 | Feb 19, 2026 |
|---|
| Audio-Video-Text Alignment | 2 | 1 | Feb 19, 2026 |
|---|
| Color Constancy Index modeling | 2 | 1 | Feb 22, 2026 |
|---|
| Multi-object Colocalization | 2 | 1 | Feb 18, 2026 |
|---|
| Closed-ended Visual Question Answering | 2 | 1 | Feb 22, 2026 |
|---|
| Post-stow bin state prediction | 2 | 1 | Feb 22, 2026 |
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| Video Continual Learning | 2 | 1 | Feb 18, 2026 |
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| Multi-Modal Visual Question Answering (MMVQA) | 2 | 1 | Feb 19, 2026 |
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| Concealed Defect Detection | 2 | 2 | May 18, 2026 |
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| Dominant evoked emotion recognition | 2 | 1 | Feb 19, 2026 |
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| Video Inversion | 2 | 2 | Feb 18, 2026 |
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| Emotion-related aesthetic assessment | 2 | 1 | Feb 19, 2026 |
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| Ranking performance for UAV emergency landing site assessment | 2 | 1 | Feb 19, 2026 |
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| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
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| Image Labeling | 2 | 1 | Feb 22, 2026 |
|---|
| CXR Diagnosis | 2 | 1 | Feb 18, 2026 |
|---|