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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 |
|---|---|---|---|---|
| Fraud | 2 | 1 | Mar 26, 2026 | |
| Antonym-Synonym Differentiation | 2 | 1 | Mar 26, 2026 | |
| Data Steal | 2 | 1 | Mar 26, 2026 | |
| Real-world Question Answering | 2 | 10 | Jun 19, 2026 | |
| Surface completion | 2 | 2 | Jun 16, 2026 | |
| Explanation Generation Quality | 2 | 1 | Mar 26, 2026 | |
| Automatic Visual Speech Recognition | 2 | 1 | Feb 18, 2026 | |
| Predicting fields on a fixed grid | 2 | 1 | Mar 26, 2026 | |
| Agentic Function Calling | 2 | 2 | May 13, 2026 | |
| 2 |
| 1 |
| Mar 26, 2026 |
| grade-school math | 2 | 3 | Jun 30, 2026 |
|---|
| Single and multi-authored document classification | 2 | 1 | Feb 19, 2026 |
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| Machine and Human-text Classification | 2 | 1 | Feb 19, 2026 |
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| Author change detection | 2 | 1 | Feb 19, 2026 |
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| Author Recognition | 2 | 1 | Feb 19, 2026 |
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| Traffic Time-Space Diagram Super-Resolution | 2 | 1 | Mar 26, 2026 |
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| Belief Prediction | 2 | 2 | May 22, 2026 |
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| PDE learning | 2 | 2 | Apr 28, 2026 |
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| Islamic inheritance reasoning | 2 | 2 | Apr 21, 2026 |
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| Temporal forecasting | 2 | 2 | Jun 16, 2026 |
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| Face recovery (SD Inpainting) | 2 | 1 | Mar 26, 2026 |
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| Medication dosing prediction | 2 | 1 | Feb 18, 2026 |
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| Face recovery (MaskFaceGAN) | 2 | 1 | Mar 26, 2026 |
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| CVD prediction | 2 | 1 | Mar 26, 2026 |
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| Fine-grained Sentiment Classification | 2 | 4 | Feb 18, 2026 |
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