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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 |
|---|---|---|---|---|
| Summary Factuality Evaluation | 2 | 1 | Feb 18, 2026 | |
| Lane Topology Extraction | 2 | 2 | Mar 4, 2026 | |
| Sentiment Flipping Analysis | 2 | 1 | Feb 19, 2026 | |
| Sentiment Sextuple Extraction | 2 | 1 | Feb 19, 2026 | |
| Braking alert prediction | 2 | 1 | Mar 26, 2026 | |
| Legal Statute Identification | 2 | 1 | Feb 19, 2026 | |
| Legal Document Classification | 2 | 2 | Jun 2, 2026 | |
| Text-Image Machine Translation | 2 | 1 | Mar 26, 2026 | |
| Quadruped Walk | 2 | 2 | May 18, 2026 | |
| Success Rate and Distribution Parameter Regression |
| 2 |
| 1 |
| Mar 26, 2026 |
| Mean Prediction | 2 | 1 | Mar 26, 2026 |
|---|
| Pendulum Swingup | 2 | 2 | May 18, 2026 |
|---|
| Language Semantic Relatedness | 2 | 1 | Feb 18, 2026 |
|---|
| Opinion Polarity Detection | 2 | 10 | May 7, 2026 |
|---|
| Touch Pointing Parameter Estimation | 2 | 1 | Mar 26, 2026 |
|---|
| 1D reaction-diffusion | 2 | 1 | Mar 26, 2026 |
|---|
| Conversational Behavior Reasoning | 2 | 1 | Feb 19, 2026 |
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| Variance Prediction | 2 | 1 | Mar 26, 2026 |
|---|
| Estimation and Uncertainty Quantification | 2 | 1 | Mar 26, 2026 |
|---|
| Point Mass navigation | 2 | 1 | Mar 26, 2026 |
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| Spatiotemporal intensity recovery | 2 | 1 | Mar 26, 2026 |
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| Marginal intensity recovery | 2 | 1 | Mar 26, 2026 |
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| Open-Domain Conversational Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Skewness Prediction | 2 | 1 | Mar 26, 2026 |
|---|
| Discriminability (C2ST) | 2 | 1 | Mar 26, 2026 |
|---|