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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 |
|---|---|---|---|---|
| Partial Domain Adaptation | 16 | 16 | Jun 4, 2026 | |
| Slide-level classification | 16 | 19 | Jun 30, 2026 | |
| Multi-Focus Image Fusion | 16 | 10 | Jul 1, 2026 | |
| Medical Image Retrieval | 16 | 4 | Apr 28, 2026 | |
| Gesture Generation | 16 | 16 | Jun 30, 2026 | |
| Harmful Meme Detection | 16 | 10 | Jun 1, 2026 | |
| Landmark Localization | 16 | 12 | Jul 2, 2026 | |
| Long-form Video Understanding | 16 | 35 | Jul 7, 2026 | |
| Pedestrian Attribute Recognition | 16 |
| 19 |
| Jun 23, 2026 |
| Scene Retrieval | 16 | 5 | Jul 7, 2026 |
|---|
| Re-identification | 16 | 11 | Jul 3, 2026 |
|---|
| Video Snapshot Compressive Imaging | 16 | 3 | May 1, 2026 |
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| Action Unit Detection | 16 | 12 | Apr 14, 2026 |
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| Few-shot Object Detection | 16 | 16 | Mar 31, 2026 |
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| 3D Referring Expression Segmentation | 16 | 6 | Jun 11, 2026 |
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| Audio-visual understanding | 16 | 22 | Jul 7, 2026 |
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| OCR-based Visual Question Answering | 16 | 15 | Jun 18, 2026 |
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| Document and chart understanding | 16 | 12 | Jul 2, 2026 |
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| Bias Detection | 16 | 6 | Jul 9, 2026 |
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| Fundamental Matrix Estimation | 16 | 7 | Jul 7, 2026 |
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| Optic disc and cup segmentation | 16 | 6 | Apr 24, 2026 |
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| Sketch-based image retrieval | 16 | 5 | Feb 18, 2026 |
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| Spatiotemporal Prediction | 16 | 7 | Jun 23, 2026 |
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| Brain MRI Segmentation | 16 | 4 | Feb 18, 2026 |
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| Image-level Forgery Detection | 16 | 5 | Jun 2, 2026 |
|---|