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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 |
|---|---|---|---|---|
| Streamflow Prediction | 35 | 2 | Jun 16, 2026 | |
| 4D Reconstruction | 35 | 22 | Jul 2, 2026 | |
| Micro-expression recognition | 35 | 15 | Jun 29, 2026 | |
| Document Reranking | 35 | 16 | Jun 17, 2026 | |
| Marginal log-likelihood estimation | 35 | 3 | Feb 21, 2026 | |
| Motion Generation | 34 | 28 | Jul 8, 2026 | |
| Financial Question Answering | 34 | 23 | Jun 23, 2026 | |
| Control | 34 | 14 | Jul 7, 2026 | |
| Extreme Multi-label Classification | 34 | 8 | Jun 25, 2026 | |
| Video Semantic Segmentation |
|---|
| 34 |
| 25 |
| Jun 9, 2026 |
| Log Anomaly Detection | 34 | 10 | Jun 9, 2026 |
|---|
| Puzzle Solving | 34 | 16 | Jun 17, 2026 |
|---|
| Audio Captioning | 34 | 47 | Jul 7, 2026 |
|---|
| Human Preference Evaluation | 34 | 30 | Jul 7, 2026 |
|---|
| Cooperative Multi-Agent Reinforcement Learning | 34 | 10 | Jun 11, 2026 |
|---|
| Reasoning Segmentation | 34 | 65 | Jul 8, 2026 |
|---|
| Multivariate long-term time series forecasting | 34 | 29 | Jul 2, 2026 |
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| Head Pose Estimation | 34 | 22 | Jul 7, 2026 |
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| Semantic Correspondence | 34 | 37 | Jul 7, 2026 |
|---|
| Constituency Parsing | 34 | 21 | Jun 2, 2026 |
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| Conversational Recommendation | 34 | 14 | Jun 24, 2026 |
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| Action Quality Assessment | 34 | 23 | Jul 9, 2026 |
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| Active Speaker Detection | 34 | 16 | Jul 7, 2026 |
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| Text Simplification | 34 | 20 | Jul 3, 2026 |
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| Passage Ranking | 34 | 20 | Jun 26, 2026 |
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