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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 |
|---|---|---|---|---|
| Traffic Demand Prediction | 5 | 1 | Feb 18, 2026 | |
| 360° layout estimation | 5 | 2 | Feb 18, 2026 | |
| Authenticity Classification | 5 | 1 | Feb 21, 2026 | |
| Video Anomaly Localization | 5 | 3 | Jun 30, 2026 | |
| App Recommendation | 5 | 3 | Jun 15, 2026 | |
| Long-horizon navigation | 5 | 2 | May 19, 2026 | |
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 | |
| Aspect-based Sentiment Classification | 5 | 7 | Apr 16, 2026 | |
| True/False Question Answering | 5 | 5 | Jun 18, 2026 |
| Spoken Dialogue | 5 | 5 | Mar 26, 2026 |
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| Protein Generation | 5 | 4 | May 28, 2026 |
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| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
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| Positioning Accuracy | 5 | 3 | Mar 13, 2026 |
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| 3D Scene Completion | 5 | 7 | Apr 23, 2026 |
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| Motion Captioning | 5 | 3 | Mar 19, 2026 |
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| Noise Prediction | 5 | 2 | Jun 23, 2026 |
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| Machine health monitoring | 5 | 1 | Apr 6, 2026 |
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| Plug Insertion | 5 | 3 | Jul 3, 2026 |
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| Rule Discovery | 5 | 2 | Jun 29, 2026 |
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| Total Knee Replacement (TKR) risk prediction | 5 | 1 | Apr 6, 2026 |
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| Visual Phrase Detection | 5 | 2 | Feb 27, 2026 |
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| Ordinal Consistency | 5 | 1 | Feb 21, 2026 |
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| User Preference Evaluation | 5 | 2 | Apr 14, 2026 |
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| Univariate Time Series Anomaly Detection | 5 | 3 | Jun 9, 2026 |
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| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 |
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