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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 |
|---|---|---|---|---|
| Sentence Alignment | 4 | 2 | Feb 22, 2026 | |
| Relearning Attack | 4 | 1 | Feb 21, 2026 | |
| De Novo Generation | 4 | 5 | Jun 23, 2026 | |
| Process-level verification | 4 | 1 | Feb 18, 2026 | |
| Attribute Transfer | 4 | 2 | Feb 18, 2026 | |
| Non-linear operator learning | 4 | 1 | Feb 21, 2026 | |
| Text Attribute Transfer | 4 | 2 | Feb 18, 2026 | |
| Nighttime Dehazing | 4 | 5 | Apr 7, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Tabular Binary Classification |
| 4 |
| 2 |
| Mar 13, 2026 |
| Factual Consistency | 4 | 4 | May 26, 2026 |
|---|
| Molecular distribution modeling | 4 | 1 | Feb 21, 2026 |
|---|
| Eigenvector computation | 4 | 1 | Feb 18, 2026 |
|---|
| Multi-modal Chat | 4 | 1 | Feb 18, 2026 |
|---|
| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Long-form text generation | 4 | 6 | Jul 9, 2026 |
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| Video tasks | 4 | 2 | Feb 22, 2026 |
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| Human and Scene Reconstruction | 4 | 2 | Jun 2, 2026 |
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| Knowledge-aware Recommendation | 4 | 1 | Feb 18, 2026 |
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| Fair Graph Clustering | 4 | 1 | Feb 21, 2026 |
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| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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