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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 |
|---|---|---|---|---|
| Tabular Binary Classification | 4 | 2 | Mar 13, 2026 | |
| Aspect-Oriented Summarization | 4 | 1 | Feb 18, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Non-linear operator learning | 4 | 1 | Feb 21, 2026 | |
| Fair Graph Clustering | 4 | 1 | Feb 21, 2026 | |
| Visual Species Recognition | 4 | 1 | Feb 21, 2026 | |
| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 | |
| Knowledge-grounded dialog | 4 | 2 | Apr 23, 2026 | |
| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 | |
| 4 |
| 1 |
| Mar 30, 2026 |
| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
|---|
| Multi-horizon clinical forecasting | 4 | 1 | Feb 21, 2026 |
|---|
| Constrained Quadratic Programming | 4 | 1 | Feb 21, 2026 |
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| Proactive Assistant Evaluation | 4 | 1 | Feb 18, 2026 |
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| Half-mask inpainting | 4 | 2 | May 18, 2026 |
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| Code-switched Translation | 4 | 1 | Feb 18, 2026 |
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| Adaptation with outlier datasets | 4 | 1 | Mar 27, 2026 |
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| Offline Context-conditioned Goal-oriented (CGO) Reinforcement Learning | 4 | 1 | Feb 18, 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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| Garment deformation | 4 | 1 | Mar 27, 2026 |
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| Any-shot classification | 4 | 1 | Feb 18, 2026 |
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| Battery SoH Prediction | 4 | 1 | Feb 21, 2026 |
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| Harmful Query | 4 | 1 | Feb 21, 2026 |
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| Math and Reasoning | 4 | 4 | May 12, 2026 |
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