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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 |
|---|---|---|---|---|
| Near-duplicate video retrieval | 5 | 5 | Feb 18, 2026 | |
| Leaf Instance Segmentation | 5 | 1 | Mar 5, 2026 | |
| Pose Generation | 5 | 3 | Apr 21, 2026 | |
| Feature Attribution Evaluation | 5 | 3 | Feb 18, 2026 | |
| Ball Detection | 5 | 3 | Jun 25, 2026 | |
| Drone Tracking | 5 | 2 | Jun 4, 2026 | |
| Text Localization | 5 | 5 | Jun 24, 2026 | |
| Feature Reconstruction | 5 | 2 | Jun 9, 2026 | |
| Multi-modal Manipulation Detection and Grounding | 5 | 2 |
| Mar 13, 2026 |
| GUI reasoning | 5 | 2 | Apr 16, 2026 |
|---|
| 3D Head Avatar Reconstruction | 5 | 7 | May 6, 2026 |
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| Concept Recognition | 5 | 3 | May 12, 2026 |
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| Image Cropping | 5 | 3 | May 14, 2026 |
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| Image Stylization | 5 | 4 | Apr 13, 2026 |
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| Image Classification (Inference) | 5 | 2 | Apr 2, 2026 |
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| Sketch Classification | 5 | 4 | Mar 10, 2026 |
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| Location Prediction | 5 | 3 | Jun 9, 2026 |
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| Degradation Estimation | 5 | 2 | Feb 21, 2026 |
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| Visual Question Generation | 5 | 3 | Jun 15, 2026 |
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| Referring Expression Object Segmentation | 5 | 3 | Apr 23, 2026 |
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| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 |
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| Multi-Class Out-of-Distribution Detection | 5 | 6 | May 26, 2026 |
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| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
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| Referring Description | 5 | 3 | Feb 27, 2026 |
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| Visualization Generation | 5 | 2 | Apr 14, 2026 |
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