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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 |
|---|---|---|---|---|
| Agentic Search | 41 | 14 | Jun 23, 2026 | |
| Motion Segmentation | 41 | 19 | Jun 5, 2026 | |
| Confidence calibration | 41 | 21 | Jun 9, 2026 | |
| Factuality Evaluation | 41 | 33 | Jun 23, 2026 | |
| Brain tumor classification | 40 | 16 | Jun 18, 2026 | |
| Treatment Effect Estimation | 40 | 15 | Jun 15, 2026 | |
| Single-hop Question Answering | 40 | 48 | Jul 8, 2026 | |
| Voice Conversion | 40 | 29 | Jun 23, 2026 | |
| Image Clustering | 40 |
| 52 |
| Jul 9, 2026 |
| Text Recognition | 40 | 27 | Jul 8, 2026 |
|---|
| Audio Question Answering | 40 | 28 | Jul 1, 2026 |
|---|
| Single Object Tracking | 40 | 29 | Jul 2, 2026 |
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| Symbolic Reasoning | 40 | 30 | May 14, 2026 |
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| Irregular Multivariate Time Series Forecasting | 40 | 3 | May 28, 2026 |
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| Bivariate Causal Discovery | 40 | 6 | Jun 24, 2026 |
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| Event Detection | 39 | 19 | Jun 26, 2026 |
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| General VQA | 39 | 20 | Jul 8, 2026 |
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| SAT solving | 39 | 7 | Jun 9, 2026 |
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| Shape Matching | 39 | 22 | Jul 8, 2026 |
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| Spectral Clustering | 39 | 6 | Jun 5, 2026 |
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| HDR Reconstruction | 39 | 22 | Jun 9, 2026 |
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| Entity Disambiguation | 39 | 19 | May 25, 2026 |
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| Language Generation | 39 | 29 | Jul 3, 2026 |
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| Causal Reasoning | 39 | 46 | Jun 24, 2026 |
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| Cardiac Image Segmentation | 39 | 12 | Jul 1, 2026 |
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