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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 |
|---|---|---|---|---|
| Speaker-attributed Automatic Speech Recognition | 23 | 8 | Jun 17, 2026 | |
| Word Clustering | 23 | 2 | Jun 4, 2026 | |
| Video-to-Audio Generation | 23 | 33 | Jul 1, 2026 | |
| Speech Classification | 23 | 19 | Jun 26, 2026 | |
| Material Property Prediction | 23 | 9 | Jun 29, 2026 | |
| Multi-modal Reasoning | 23 | 43 | Jul 9, 2026 | |
| Generative Question Answering | 23 | 15 | Jun 11, 2026 | |
| Constrained Multi-objective Optimization | 23 | 6 | Jun 30, 2026 | |
| Table Reasoning | 23 | 11 | Jun 25, 2026 | |
| 23 |
| 8 |
| Jun 5, 2026 |
| Keyphrase Extraction | 23 | 9 | May 4, 2026 |
|---|
| Class-conditional image synthesis | 23 | 13 | Apr 23, 2026 |
|---|
| Multi-Agent Pathfinding | 23 | 7 | Jul 2, 2026 |
|---|
| Arousal classification | 23 | 5 | Jun 8, 2026 |
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| Temporal Forgery Localization | 23 | 14 | Jul 7, 2026 |
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| Scene Text Detection | 23 | 39 | Jun 29, 2026 |
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| Prediction | 23 | 12 | Jun 25, 2026 |
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| Disease Forecasting | 23 | 3 | May 14, 2026 |
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| Leakage localization | 23 | 1 | Mar 26, 2026 |
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| Cultural safety evaluation | 23 | 1 | Mar 10, 2026 |
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| Mapping | 23 | 7 | Jul 7, 2026 |
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| CTR detection | 23 | 1 | Mar 9, 2026 |
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| Data Selection | 23 | 8 | Jun 4, 2026 |
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| Medical Time Series Classification | 23 | 5 | May 26, 2026 |
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| Federated Class-Incremental Learning | 23 | 6 | Jun 16, 2026 |
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