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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 |
|---|---|---|---|---|
| Dialect Classification | 5 | 4 | Jun 18, 2026 | |
| Natural Language Understanding and Reasoning | 5 | 5 | May 19, 2026 | |
| Unsupervised Image Hashing | 5 | 1 | Apr 7, 2026 | |
| Multivariate Causal Ordering | 5 | 1 | Apr 7, 2026 | |
| SASV | 5 | 1 | Feb 21, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| True/False Question Answering | 5 | 5 | Jun 18, 2026 | |
| Race Condition Detection | 5 | 1 | Apr 6, 2026 | |
| Positioning Accuracy | 5 | 3 | Mar 13, 2026 | |
| Speech Function Calling |
| 5 |
| 1 |
| Feb 19, 2026 |
| Single-pulse Signal Classification | 5 | 1 | Apr 7, 2026 |
|---|
| Knowledge gap detection | 5 | 1 | Apr 6, 2026 |
|---|
| Long-horizon navigation | 5 | 2 | May 19, 2026 |
|---|
| Optic Cup / Disc Segmentation | 5 | 6 | Apr 24, 2026 |
|---|
| Authenticity Classification | 5 | 1 | Feb 21, 2026 |
|---|
| Global Retrieval | 5 | 1 | Feb 18, 2026 |
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| Video Anomaly Localization | 5 | 3 | Jun 30, 2026 |
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| Traffic Demand Prediction | 5 | 1 | Feb 18, 2026 |
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| Protein Generation | 5 | 4 | May 28, 2026 |
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| Spoken Dialogue | 5 | 5 | Mar 26, 2026 |
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| Unsupervised Image Clustering | 5 | 2 | Feb 18, 2026 |
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| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 |
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| Model Training | 5 | 2 | Apr 15, 2026 |
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| Plug Insertion | 5 | 3 | Jul 3, 2026 |
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| Caption Retrieval | 5 | 12 | May 25, 2026 |
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