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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 |
|---|---|---|---|---|
| 4D LiDAR Panoptic Segmentation | 1 | 1 | Feb 20, 2026 | |
| Microbubble localization | 1 | 1 | Feb 18, 2026 | |
| Multilabel Defect Classification | 1 | 1 | May 19, 2026 | |
| Seg2face | 1 | 1 | Feb 18, 2026 | |
| Temporal Video Segmentation | 1 | 2 | Feb 18, 2026 | |
| Word Detection | 1 | 1 | Feb 20, 2026 | |
| Zero-shot Class Generalization | 1 | 1 | Feb 20, 2026 | |
| Day-to-Night Image Translation | 1 | 1 | May 19, 2026 | |
| Zero-shot Vision-Language Tasks |
| 1 |
| 1 |
| Feb 18, 2026 |
| Video Activity Recognition | 1 | 2 | Jun 30, 2026 |
|---|
| Video segmentation from a sentence | 1 | 14 | Feb 27, 2026 |
|---|
| Feature Relevance Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Talking Face Animation | 1 | 1 | Feb 18, 2026 |
|---|
| Rectified wide-angle image rectangling | 1 | 1 | Feb 20, 2026 |
|---|
| Illumination Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Crowd Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Wide-angle image rectangling | 1 | 1 | Feb 20, 2026 |
|---|
| Actor Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Salient region segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Neural-guided Image Editing | 1 | 1 | Feb 20, 2026 |
|---|
| PAS Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Mosaic Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Class-agnostic full-scene segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| LAI Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Action Semantic Segmentation | 1 | 2 | Feb 18, 2026 |
|---|