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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-task Average | 2 | 2 | Apr 13, 2026 | |
| Model-free learning | 2 | 1 | Mar 20, 2026 | |
| Emotion Cause Extraction | 2 | 2 | Feb 18, 2026 | |
| FFR Estimation | 2 | 2 | Feb 20, 2026 | |
| Block Assembly Planning | 2 | 1 | Mar 20, 2026 | |
| Controllability Evaluation | 2 | 2 | Apr 21, 2026 | |
| Atrial Fibrillation Detection | 2 | 3 | Jun 23, 2026 | |
| Bi-directional Retrieval | 2 | 1 | Feb 27, 2026 | |
| Object Decomposition | 2 | 1 | Mar 20, 2026 |
| Scar Segmentation | 2 | 2 | May 1, 2026 |
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| Species-level classification | 2 | 1 | Mar 20, 2026 |
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| Multi-Robot Collaboration Planning | 2 | 1 | Mar 20, 2026 |
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| Conversational Assistant | 2 | 1 | Feb 18, 2026 |
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| Phrase Classification | 2 | 2 | Feb 18, 2026 |
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| Music Reasoning | 2 | 2 | Apr 20, 2026 |
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| Multimodal hate content localization | 2 | 1 | Feb 20, 2026 |
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| Fine-grained category recognition and content assessment | 2 | 1 | Feb 20, 2026 |
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| Partial Unsupervised Cross-Domain Retrieval | 2 | 1 | Feb 18, 2026 |
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| Long Video Moment Retrieval | 2 | 1 | Feb 20, 2026 |
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| People counting | 2 | 1 | Feb 20, 2026 |
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| Clinical Structured Data Extraction | 2 | 1 | Mar 20, 2026 |
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| Gaze Direction Verification | 2 | 1 | Mar 20, 2026 |
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| Audio-Visual Perception | 2 | 2 | Jul 7, 2026 |
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| Continuous Vector Optimization | 2 | 1 | Mar 20, 2026 |
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| Echocardiography Video Segmentation | 2 | 1 | Feb 20, 2026 |
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