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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 |
|---|---|---|---|---|
| Scene-based Audio Classification | 2 | 1 | Feb 18, 2026 | |
| SDB segmentation | 2 | 1 | Feb 18, 2026 | |
| Roadside LiDAR Background Subtraction | 2 | 1 | Feb 22, 2026 | |
| Lipreading (Phrases) | 2 | 1 | Feb 18, 2026 | |
| Customized few-shot classification | 2 | 1 | Feb 18, 2026 | |
| search green boxes | 2 | 2 | Apr 14, 2026 | |
| Vision-Language Captioning | 2 | 1 | Feb 22, 2026 | |
| Lipreading (Words) | 2 | 1 | Feb 18, 2026 | |
| Teachable Object Recognition |
| 2 |
| 1 |
| Feb 18, 2026 |
| Context Understanding | 2 | 1 | Feb 18, 2026 |
|---|
| Photo-to-sketch retrieval | 2 | 1 | Feb 18, 2026 |
|---|
| Binary few-shot classification | 2 | 1 | Feb 18, 2026 |
|---|
| Explainability Accuracy | 2 | 1 | Feb 18, 2026 |
|---|
| Video Saliency and Highlight Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Vision-Intensive Perception | 2 | 2 | Feb 20, 2026 |
|---|
| Truthful data submission evaluation | 2 | 1 | Feb 22, 2026 |
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| Translation and Rotation Prediction | 2 | 1 | Feb 18, 2026 |
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| Occupant Counting | 2 | 1 | Feb 27, 2026 |
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| Building Counting | 2 | 1 | Feb 27, 2026 |
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| Building count estimation | 2 | 1 | Feb 27, 2026 |
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| Dwelling Counting | 2 | 1 | Feb 27, 2026 |
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| Normal/Abnormal Classification | 2 | 2 | Mar 20, 2026 |
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| Two-view breast cancer classification | 2 | 2 | Feb 18, 2026 |
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| Color Constancy Index modeling | 2 | 1 | Feb 22, 2026 |
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| Paragraph-level Handwriting Recognition | 2 | 1 | Feb 18, 2026 |
|---|