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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 |
|---|---|---|---|---|
| Unauthorized Training Data Detection | 4 | 1 | Apr 3, 2026 | |
| Object Permanence | 4 | 2 | May 13, 2026 | |
| Scientific Text Generation | 4 | 1 | Feb 18, 2026 | |
| Reaction-diffusion equation solving | 4 | 1 | Feb 18, 2026 | |
| Driving Scene Understanding | 4 | 4 | Apr 23, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| JSON generation | 4 | 4 | Jun 4, 2026 | |
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 | |
| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 | |
| Primate Behavior Recognition |
|---|
| 4 |
| 1 |
| Mar 30, 2026 |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|
| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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| Video tasks | 4 | 2 | Feb 22, 2026 |
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| Factual Consistency | 4 | 4 | May 26, 2026 |
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| Non-linear operator learning | 4 | 1 | Feb 21, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Process-level verification | 4 | 1 | Feb 18, 2026 |
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| Interatomic Force and Energy Prediction | 4 | 1 | Feb 18, 2026 |
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| Adaptation with outlier datasets | 4 | 1 | Mar 27, 2026 |
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| Long-form text generation | 4 | 6 | Jul 9, 2026 |
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| S2EF-Total | 4 | 1 | Feb 18, 2026 |
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| Tabular Binary Classification | 4 | 2 | Mar 13, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| Constrained Machine Translation | 4 | 2 | Feb 19, 2026 |
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| Molecular distribution modeling | 4 | 1 | Feb 21, 2026 |
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