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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 |
|---|---|---|---|---|
| Radiology Question Answering | 2 | 2 | Mar 9, 2026 | |
| Medical Evaluation | 2 | 2 | May 28, 2026 | |
| Human-AI Agreement Assessment | 2 | 1 | Mar 26, 2026 | |
| Mean Prediction | 2 | 1 | Mar 26, 2026 | |
| Standard Deviation Prediction | 2 | 1 | Mar 26, 2026 | |
| Sequence Transduction | 2 | 1 | Feb 18, 2026 | |
| Success Rate and Distribution Parameter Regression | 2 | 1 | Mar 26, 2026 | |
| Multi-Agent Motion Prediction | 2 | 1 | Feb 18, 2026 | |
| Discriminative tasks | 2 | 2 | Mar 9, 2026 | |
| Phonetic Discriminability (ABX) |
|---|
| 2 |
| 1 |
| Feb 19, 2026 |
| Word Discovery | 2 | 1 | Feb 19, 2026 |
|---|
| 1D reaction-diffusion | 2 | 1 | Mar 26, 2026 |
|---|
| Estimation and Uncertainty Quantification | 2 | 1 | Mar 26, 2026 |
|---|
| Adversarial Attack on Text-to-Image Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Point Mass navigation | 2 | 1 | Mar 26, 2026 |
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| Safety Risk Detection | 2 | 2 | Mar 10, 2026 |
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| Spatiotemporal intensity recovery | 2 | 1 | Mar 26, 2026 |
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| Interactive Annotation | 2 | 1 | Feb 18, 2026 |
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| Discriminability (C2ST) | 2 | 1 | Mar 26, 2026 |
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| Faithfulness Hallucination Detection | 2 | 1 | Feb 19, 2026 |
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| Marginal intensity recovery | 2 | 1 | Mar 26, 2026 |
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| EHR Generation Fidelity | 2 | 1 | Mar 26, 2026 |
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| Blended Emotion Recognition | 2 | 2 | May 21, 2026 |
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| Touch Pointing Parameter Estimation | 2 | 1 | Mar 26, 2026 |
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| Full-duplex Interaction | 2 | 2 | Feb 21, 2026 |
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