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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 |
|---|---|---|---|---|
| Robotic Bin Picking | 1 | 1 | Feb 20, 2026 | |
| Affective Image Filtering | 1 | 1 | Feb 20, 2026 | |
| Regional disease detection | 1 | 1 | Feb 20, 2026 | |
| Chart-to-code translation | 1 | 1 | Feb 20, 2026 | |
| Chart spatial understanding | 1 | 1 | Feb 20, 2026 | |
| Image Editing (Edit Consistency) | 1 | 1 | Feb 20, 2026 | |
| Image Editing (Source Integrity) | 1 | 1 | Feb 20, 2026 | |
| Fine-grained Image-Text Alignment | 1 | 1 | Feb 20, 2026 |
| Clothing-Change Person Re-identification | 1 | 2 | Apr 23, 2026 |
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| Seg-to-Image Generation | 1 | 1 | Feb 18, 2026 |
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| Image-to-Depth Estimation | 1 | 1 | Feb 18, 2026 |
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| Image-to-Hed Boundary Detection | 1 | 1 | Feb 18, 2026 |
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| 3D Object Model Retrieval | 1 | 1 | Feb 18, 2026 |
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| Image-to-Segmentation | 1 | 1 | Feb 18, 2026 |
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| Few-shot Transfer Classification | 1 | 1 | Feb 18, 2026 |
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| Oocyte Detection | 1 | 1 | Feb 20, 2026 |
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| Super-Resolution (x2 upscaling) | 1 | 1 | Feb 18, 2026 |
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| Object Alignment | 1 | 1 | Feb 18, 2026 |
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| Auto. Tree Tagging | 1 | 1 | Feb 20, 2026 |
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| Close-Range Segmentation | 1 | 1 | Feb 20, 2026 |
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| Precise Road Model | 1 | 1 | Feb 20, 2026 |
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| Weed Distribution Mapping | 1 | 1 | Feb 20, 2026 |
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| Cigarette Detection | 1 | 1 | Feb 20, 2026 |
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| Oil Spill Track | 1 | 1 | Feb 20, 2026 |
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| Food Cell Inspection | 1 | 1 | Feb 20, 2026 |
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