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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 |
|---|---|---|---|---|
| Object Retrieval & Goal Navigation | 4 | 1 | Mar 4, 2026 | |
| Robotic Visual Planning | 4 | 1 | Mar 4, 2026 | |
| Permuted Sequential Image Classification | 4 | 8 | Feb 27, 2026 | |
| Patch-level search | 4 | 1 | Feb 18, 2026 | |
| Multimodal motion generation | 4 | 1 | Feb 18, 2026 | |
| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 | |
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 | |
| Face Stylization | 4 | 2 | Feb 18, 2026 |
| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 |
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| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 |
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| Geomagnetic map interpolation | 4 | 1 | Feb 27, 2026 |
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| Instrument Part Segmentation | 4 | 2 | Apr 7, 2026 |
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| Inpaint (box) | 4 | 6 | Jun 30, 2026 |
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| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
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| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 |
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| Human Matting | 4 | 3 | Feb 22, 2026 |
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| Co-saliency Object Detection | 4 | 3 | Feb 18, 2026 |
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| Fingerspelling detection | 4 | 2 | Feb 18, 2026 |
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| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
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| Face Retouching | 4 | 1 | Mar 4, 2026 |
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| Lung Infection Segmentation | 4 | 3 | Apr 14, 2026 |
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| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
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| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
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| Visual Grounded Reasoning | 4 | 13 | Jun 24, 2026 |
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| Outdoor Pose Estimation | 4 | 3 | Feb 24, 2026 |
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