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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 |
|---|---|---|---|---|
| Image Recoloring | 2 | 1 | Feb 22, 2026 | |
| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 | |
| Group Robustness Classification | 2 | 1 | Feb 18, 2026 | |
| Image Warping | 2 | 1 | Feb 22, 2026 | |
| Multi-label Attribute Recognition | 2 | 1 | Feb 18, 2026 | |
| Lung tumor segmentation | 2 | 1 | Feb 18, 2026 | |
| Concept Activation Analysis | 2 | 1 | Feb 24, 2026 | |
| Face Naming | 2 | 1 | Feb 22, 2026 | |
| Category-level 6D Pose and Size Estimation |
| 2 |
| 1 |
| Feb 22, 2026 |
| Image-Caption Retrieval | 2 | 2 | Feb 23, 2026 |
|---|
| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 |
|---|
| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| Image Classification Robustness | 2 | 2 | Feb 18, 2026 |
|---|
| Computational Pathology Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
|---|
| Background layer reconstruction | 2 | 1 | Feb 18, 2026 |
|---|
| Pulmonary Segmentation | 2 | 2 | Jun 2, 2026 |
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| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
|---|
| Language Grounding | 2 | 2 | Mar 10, 2026 |
|---|
| Multi-task vision and language evaluation | 2 | 3 | Feb 18, 2026 |
|---|
| Global Pose Estimation | 2 | 3 | Jun 26, 2026 |
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| Video Copy Detection | 2 | 2 | Apr 24, 2026 |
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| Task Negation | 2 | 3 | May 20, 2026 |
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| Flake Detection | 2 | 1 | Feb 22, 2026 |
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| 4D Reconstruction and Depth Prediction | 2 | 1 | Feb 22, 2026 |
|---|