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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 |
|---|---|---|---|---|
| Navigation (NAV) | 2 | 1 | Mar 24, 2026 | |
| Face swap detection | 2 | 1 | Feb 20, 2026 | |
| 4-class respiratory sound classification | 2 | 4 | Jun 11, 2026 | |
| Cryptocurrency Trading | 2 | 1 | Feb 20, 2026 | |
| Hair Combing Dynamics Prediction | 2 | 1 | Mar 24, 2026 | |
| Patent-to-patent retrieval | 2 | 1 | Mar 24, 2026 | |
| Visual Emotion Distribution Learning | 2 | 1 | Feb 18, 2026 | |
| Reward Scoring | 2 | 2 | Apr 6, 2026 | |
| Surgical tool presence detection | 2 | 1 | Mar 24, 2026 |
| Alignment Reward Evaluation | 2 | 1 | Mar 24, 2026 |
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| High-level instruction execution | 2 | 1 | Mar 24, 2026 |
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| Optimal policy search | 2 | 1 | Mar 24, 2026 |
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| Video Prediction Calibration Evaluation | 2 | 1 | Mar 24, 2026 |
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| Silent Speech Recognition | 2 | 2 | Feb 20, 2026 |
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| Audio-Visual Generalized Zero-Shot Learning | 2 | 2 | Feb 27, 2026 |
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| Pixel Localization | 2 | 1 | Mar 23, 2026 |
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| Component-level attribution | 2 | 1 | Mar 23, 2026 |
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| Matrix Game | 2 | 1 | Mar 23, 2026 |
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| Causal Generative Modeling | 2 | 1 | Mar 23, 2026 |
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| Cross-lingual Entity Alignment | 2 | 1 | Mar 24, 2026 |
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| test allocation | 2 | 1 | Mar 23, 2026 |
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| Volumetric Data Reconstruction | 2 | 2 | Apr 21, 2026 |
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| Pedestrian Trajectory Forecasting | 2 | 2 | Feb 19, 2026 |
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| Endmember Estimation | 2 | 2 | Apr 1, 2026 |
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| Active Alignment | 2 | 1 | Feb 20, 2026 |
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