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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 |
|---|---|---|---|---|
| Non-linear operator learning | 4 | 1 | Feb 21, 2026 | |
| Tabular Binary Classification | 4 | 2 | Mar 13, 2026 | |
| PBR Texture Generation | 4 | 2 | Feb 20, 2026 | |
| Relation Tagging | 4 | 3 | Feb 22, 2026 | |
| Linear velocity estimation | 4 | 2 | Feb 21, 2026 | |
| Sequence Copying | 4 | 3 | May 8, 2026 | |
| Molecular distribution modeling | 4 | 1 | Feb 21, 2026 | |
| Grammar Checking | 4 | 1 | Feb 18, 2026 | |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 | |
| Offline Context-conditioned Goal-oriented (CGO) Reinforcement Learning |
| 4 |
| 1 |
| Feb 18, 2026 |
| Visual Species Recognition | 4 | 1 | Feb 21, 2026 |
|---|
| Multi-horizon clinical forecasting | 4 | 1 | Feb 21, 2026 |
|---|
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 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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| Aspect-Oriented Summarization | 4 | 1 | Feb 18, 2026 |
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| Constrained Quadratic Programming | 4 | 1 | Feb 21, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Half-mask inpainting | 4 | 2 | May 18, 2026 |
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| Fair Graph Clustering | 4 | 1 | Feb 21, 2026 |
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| Knowledge-grounded dialog | 4 | 2 | Apr 23, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Adaptation with outlier datasets | 4 | 1 | Mar 27, 2026 |
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| Garment deformation | 4 | 1 | Mar 27, 2026 |
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