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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 |
|---|---|---|---|---|
| Marginal intensity recovery | 2 | 1 | Mar 26, 2026 | |
| Discriminability (C2ST) | 2 | 1 | Mar 26, 2026 | |
| Blended Emotion Recognition | 2 | 2 | May 21, 2026 | |
| Textual Graph Reasoning | 2 | 3 | Jul 2, 2026 | |
| Natural Language to FHIRPath query generation | 2 | 1 | Mar 26, 2026 | |
| Success Rate and Distribution Parameter Regression | 2 | 1 | Mar 26, 2026 | |
| Point Mass navigation | 2 | 1 | Mar 26, 2026 | |
| EHR Generation Fidelity | 2 | 1 | Mar 26, 2026 | |
| Tool-Calling and Answer Generation |
| 2 |
| 1 |
| Feb 19, 2026 |
| Offline Speech Translation | 2 | 2 | Feb 19, 2026 |
|---|
| Process Verification | 2 | 1 | Feb 19, 2026 |
|---|
| Offline Speech-to-Speech Translation | 2 | 2 | Feb 18, 2026 |
|---|
| Stereotype Detection | 2 | 1 | Feb 19, 2026 |
|---|
| CTCVR estimation | 2 | 1 | Mar 26, 2026 |
|---|
| CVR estimation | 2 | 1 | Mar 26, 2026 |
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| Sentiment Reconstruction | 2 | 1 | Mar 26, 2026 |
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| Text-to-Region Detection | 2 | 1 | Mar 25, 2026 |
|---|
| Compression Artifacts Reduction | 2 | 2 | Feb 18, 2026 |
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| Market-consistency diagnostics for sentiment-reconstruction pipelines | 2 | 1 | Mar 26, 2026 |
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| Nodule Segmentation | 2 | 2 | Feb 18, 2026 |
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| Toxic Output Mitigation | 2 | 1 | Feb 18, 2026 |
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| Multi-step Question Answering | 2 | 1 | Feb 19, 2026 |
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| Position error correction | 2 | 1 | Mar 25, 2026 |
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| Table Row Alignment | 2 | 1 | Feb 18, 2026 |
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| Region-to-Text Identification | 2 | 1 | Mar 25, 2026 |
|---|