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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 |
|---|---|---|---|---|
| Medical Report Classification | 5 | 2 | Apr 23, 2026 | |
| Multi-label Chest X-ray Classification | 5 | 5 | Jul 1, 2026 | |
| Machine Translation (X→En) | 5 | 2 | Apr 27, 2026 | |
| Distributional Alignment | 5 | 3 | Jun 9, 2026 | |
| Knowledge Elicitation | 5 | 2 | May 29, 2026 | |
| Detection of paraphrased text | 5 | 1 | Feb 19, 2026 | |
| QA retrieval | 5 | 2 | Mar 4, 2026 | |
| Multi-batch integration | 5 | 1 | Feb 21, 2026 | |
| Musical Turing Test | 5 | 1 | Feb 21, 2026 | |
| Free Q&A |
| 5 |
| 1 |
| Feb 18, 2026 |
| Unconstrained Optimization | 5 | 2 | Feb 18, 2026 |
|---|
| Language Modeling and Reasoning | 5 | 7 | Jun 12, 2026 |
|---|
| Student Simulation | 5 | 3 | May 14, 2026 |
|---|
| Structured Sentiment Analysis | 5 | 1 | Feb 18, 2026 |
|---|
| Web Agent | 5 | 5 | Jun 24, 2026 |
|---|
| Audio Quality Evaluation | 5 | 4 | May 26, 2026 |
|---|
| Bipedal Locomotion | 5 | 2 | Jun 24, 2026 |
|---|
| Grounded Multi-Object Motion Transfer | 5 | 1 | Apr 2, 2026 |
|---|
| Garment Folding | 5 | 5 | Jul 7, 2026 |
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| 3D object completion | 5 | 3 | Apr 14, 2026 |
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| Event processing | 5 | 1 | Apr 2, 2026 |
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| Point forecasting | 5 | 5 | Jul 3, 2026 |
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| Interactive Medical Diagnosis | 5 | 1 | Feb 19, 2026 |
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| Aspect Category Detection | 5 | 2 | Feb 18, 2026 |
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| Heading angle estimation | 5 | 1 | Apr 2, 2026 |
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