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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 |
|---|---|---|---|---|
| Multi-Robot Collaboration Planning | 2 | 1 | Mar 20, 2026 | |
| Block Assembly Planning | 2 | 1 | Mar 20, 2026 | |
| Multi-type Anomaly Segmentation | 2 | 1 | Feb 20, 2026 | |
| Object Visual Question Answering (Multiple Choice) | 2 | 1 | Feb 20, 2026 | |
| Object Visual Question Answering (Open Ended) | 2 | 1 | Feb 20, 2026 | |
| Text Visual Question Answering (Open Ended) | 2 | 1 | Feb 20, 2026 | |
| Object-centric Typographic Robustness (Binary Choice) | 2 | 1 | Feb 20, 2026 | |
| Clinical Structured Data Extraction | 2 | 1 | Mar 20, 2026 |
| Video Head Swapping | 2 | 1 | Feb 20, 2026 |
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| Continuous Vector Optimization | 2 | 1 | Mar 20, 2026 |
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| Gaze Direction Verification | 2 | 1 | Mar 20, 2026 |
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| Monocular-to-Stereo Video Generation | 2 | 1 | Feb 20, 2026 |
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| Multi-class Intent Classification | 2 | 1 | Feb 18, 2026 |
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| 3D Referring Expression Segmentation (3DRES) | 2 | 1 | Mar 19, 2026 |
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| Binary Intent Classification | 2 | 2 | Mar 17, 2026 |
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| Old Photo Restoration | 2 | 2 | Mar 10, 2026 |
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| Real-robot Manipulation | 2 | 1 | Mar 19, 2026 |
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| General Video QA | 2 | 1 | Mar 19, 2026 |
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| Unsupervised image annotation | 2 | 1 | Feb 27, 2026 |
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| Glacial Lake Segmentation | 2 | 1 | Feb 20, 2026 |
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| Generative Inbetweening | 2 | 1 | Mar 19, 2026 |
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| Paper Acceptance Decision | 2 | 2 | May 27, 2026 |
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| Recsplanation | 2 | 1 | Mar 19, 2026 |
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| Continual Compositional Zero-Shot Learning | 2 | 1 | Feb 20, 2026 |
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| Interest profiling | 2 | 1 | Mar 19, 2026 |
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