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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 |
|---|---|---|---|---|
| Shape classification | 36 | 45 | Jun 18, 2026 | |
| Video Instance Segmentation | 36 | 76 | Jul 2, 2026 | |
| General Visual Question Answering | 36 | 20 | Jul 7, 2026 | |
| Low-light enhancement | 36 | 27 | Jun 16, 2026 | |
| Pose Tracking | 36 | 17 | Jun 23, 2026 | |
| Physical Reasoning | 36 | 32 | Jun 30, 2026 | |
| Abstract Reasoning | 36 | 21 | Jul 1, 2026 | |
| Image Matting | 35 | 28 | Jul 8, 2026 | |
| Multimodal Perception | 35 | 39 | Jul 7, 2026 |
| Multi-organ Segmentation | 35 | 46 | Jul 2, 2026 |
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| Saliency Prediction | 35 | 23 | Jul 3, 2026 |
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| Semi-supervised classification | 35 | 13 | Jun 24, 2026 |
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| Camera Location Estimation | 35 | 2 | May 11, 2026 |
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| Hyperspectral Image Super-Resolution | 35 | 17 | Jun 5, 2026 |
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| Articulated Object Reconstruction | 35 | 14 | Jul 7, 2026 |
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| Crack Segmentation | 35 | 13 | Jun 23, 2026 |
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| Embodied Question Answering | 35 | 35 | Jul 3, 2026 |
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| Face Identification | 35 | 33 | Jul 8, 2026 |
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| Base-to-New Generalization | 35 | 26 | Jul 8, 2026 |
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| Class Unlearning | 35 | 21 | Jun 24, 2026 |
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| Micro-expression recognition | 35 | 15 | Jun 29, 2026 |
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| Novel Pose Synthesis | 35 | 17 | Jun 19, 2026 |
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| Semantic Scene Completion | 35 | 54 | Jul 2, 2026 |
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| Face Detection | 35 | 32 | Jun 19, 2026 |
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| Active Speaker Detection | 34 | 16 | Jul 7, 2026 |
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