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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 |
|---|---|---|---|---|
| Driver Behavior Recognition | 1 | 1 | Feb 20, 2026 | |
| Rotation angle estimation | 1 | 1 | Feb 18, 2026 | |
| Visual Concept Discovery | 1 | 1 | Feb 20, 2026 | |
| 8-class classification | 1 | 3 | Mar 24, 2026 | |
| Laparoscopic Segmentation | 1 | 1 | Feb 20, 2026 | |
| 9-class classification | 1 | 2 | Feb 22, 2026 | |
| Temporal Video Segmentation | 1 | 2 | Feb 18, 2026 | |
| Visual attribute recognition | 1 | 1 | Feb 18, 2026 | |
| Image Classification (Feature shift) | 1 | 1 |
| Feb 18, 2026 |
| Image Classification (Label shift) | 1 | 1 | Feb 18, 2026 |
|---|
| Zero-shot Class Generalization | 1 | 1 | Feb 20, 2026 |
|---|
| Binary video sexism identification (Task 3.1) | 1 | 1 | Jun 5, 2026 |
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| Closed Loop Calibration | 1 | 1 | Feb 20, 2026 |
|---|
| LiDAR-Camera Rotational Calibration | 1 | 1 | Feb 20, 2026 |
|---|
| Line Description | 1 | 1 | Feb 18, 2026 |
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| RADAR-Camera Rotational Calibration | 1 | 1 | Feb 20, 2026 |
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| LiDAR-RADAR Rotational Calibration | 1 | 1 | Feb 20, 2026 |
|---|
| Daytime Haze Removal | 1 | 1 | Feb 20, 2026 |
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| Nighttime Haze Removal | 1 | 1 | Feb 20, 2026 |
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| 20-way 1-shot Classification | 1 | 4 | Feb 22, 2026 |
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| 3D Pose Estimation (Azimuth) | 1 | 1 | Feb 18, 2026 |
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| Adversarial Transfer Learning | 1 | 1 | Feb 27, 2026 |
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| Sandstorm Image Restoration | 1 | 1 | Feb 20, 2026 |
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| Stylization Semantic Alignment | 1 | 1 | Feb 20, 2026 |
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| Analogical image generation | 1 | 1 | Feb 20, 2026 |
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