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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 |
|---|---|---|---|---|
| Text-to-Thermal Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 | |
| Thermal-to-Text Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 | |
| Semantic Edge Detection | 2 | 1 | Feb 18, 2026 | |
| CVLT Score Prediction | 2 | 1 | Feb 21, 2026 | |
| Text-to-Depth Retrieval | 2 | 1 | Feb 20, 2026 | |
| Unseen Pair Detection | 2 | 1 | Feb 27, 2026 | |
| Image Sorting | 2 | 1 | Feb 18, 2026 | |
| Accident Reason Answering | 2 | 2 | Mar 19, 2026 | |
| 3D Shape Segmentation Transfer |
| 1 |
| 1 |
| Feb 18, 2026 |
| Cut Transition Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Object interaction anticipation | 1 | 1 | Feb 18, 2026 |
|---|
| Gradual Transition Detection | 1 | 1 | Feb 18, 2026 |
|---|
| fully supervised action segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Video Quality Assessment (Pairwise Ranking) | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Segment Retrieval | 1 | 2 | Feb 18, 2026 |
|---|
| Hallucination and Visual Reasoning Evaluation | 1 | 14 | Jun 30, 2026 |
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| Shot Boundary Detection (Gradual) | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Object Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| QR Code Reading | 1 | 1 | Feb 18, 2026 |
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| Human Centric | 1 | 1 | Feb 18, 2026 |
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| Attribution Map Localization | 1 | 1 | Feb 18, 2026 |
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| 2D Portrait Relighting | 1 | 1 | Feb 18, 2026 |
|---|
| Free-view portrait relighting | 1 | 1 | Feb 18, 2026 |
|---|
| Universal ISP | 1 | 1 | Feb 18, 2026 |
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| Secret embedding | 1 | 1 | Feb 18, 2026 |
|---|