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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 |
|---|---|---|---|---|
| Video Understanding Reasoning | 4 | 3 | Apr 16, 2026 | |
| Multivariate probabilistic forecasting | 4 | 2 | Mar 13, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Word-level Language Modeling | 4 | 15 | Feb 22, 2026 | |
| Scientific Text Generation | 4 | 1 | Feb 18, 2026 | |
| Short-term Water Demand Forecasting | 4 | 1 | Feb 21, 2026 | |
| Weakly Supervised Text Classification | 4 | 1 | Feb 18, 2026 | |
| Relearning Attack | 4 | 1 | Feb 21, 2026 | |
| Sketch-based Image Manipulation | 4 | 1 |
| Feb 18, 2026 |
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Gene-level biological representation 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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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Image-level Continual Anomaly Detection | 4 | 1 | Feb 18, 2026 |
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| Water Demand Forecasting | 4 | 1 | Feb 21, 2026 |
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| Real Noise Removal | 4 | 4 | Mar 4, 2026 |
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| Non-linear operator learning | 4 | 1 | Feb 21, 2026 |
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| Tabular Binary Classification | 4 | 2 | Mar 13, 2026 |
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| Factual Consistency | 4 | 4 | May 26, 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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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| Video tasks | 4 | 2 | Feb 22, 2026 |
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