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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 |
|---|---|---|---|---|
| Road Topology Reasoning | 1 | 1 | Feb 18, 2026 | |
| Video Comment Retrieval | 1 | 1 | Feb 18, 2026 | |
| Generalized OOD Detection | 1 | 2 | Feb 18, 2026 | |
| Consistency | 1 | 1 | Feb 18, 2026 | |
| Multi-object 3D Visual Grounding | 1 | 4 | Apr 21, 2026 | |
| Stochastic trajectory prediction | 1 | 2 | Feb 18, 2026 | |
| Referring and Grounding | 1 | 1 | Feb 18, 2026 | |
| Multi-disciplinary Visual Question Answering | 1 | 2 | Feb 18, 2026 |
| Out-of-Distribution General Visual Question Answering | 1 | 1 | Feb 18, 2026 |
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| OCR and Text-based Visual Question Answering | 1 | 5 | Feb 25, 2026 |
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| Augmented Visual Question Answering | 1 | 1 | Feb 18, 2026 |
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| Dry Eye Diagnosis | 1 | 1 | Feb 18, 2026 |
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| Meibomian Gland Dysfunction Diagnosis | 1 | 1 | Feb 18, 2026 |
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| Hierarchical Human Parsing | 1 | 1 | Feb 18, 2026 |
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| Blepharitis Diagnosis | 1 | 1 | Feb 18, 2026 |
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| Simultaneous Detection and Segmentation | 1 | 1 | Feb 18, 2026 |
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| Text-line extraction | 1 | 1 | Feb 18, 2026 |
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| Body Part Localization | 1 | 1 | Feb 18, 2026 |
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| Video Text Detection | 1 | 1 | Feb 18, 2026 |
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| Camera-space hand mesh recovery | 1 | 1 | Feb 18, 2026 |
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| Portal Vein Tree Identification | 1 | 1 | Feb 18, 2026 |
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| im2recipe | 1 | 1 | Feb 18, 2026 |
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| Portal Vein Branches Identification | 1 | 1 | Feb 18, 2026 |
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| Foundation Model Training | 1 | 1 | Feb 18, 2026 |
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| Multiple Object Tracking with textual prompt input | 1 | 1 | Feb 18, 2026 |
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