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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 |
|---|---|---|---|---|
| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 | |
| Video tasks | 4 | 2 | Feb 22, 2026 | |
| Human and Scene Reconstruction | 4 | 2 | Jun 2, 2026 | |
| Water Demand Forecasting | 4 | 1 | Feb 21, 2026 | |
| Long-form text generation | 4 | 6 | Jul 9, 2026 | |
| Relearning Attack | 4 | 1 | Feb 21, 2026 | |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 | |
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 | |
| Non-linear operator learning | 4 | 1 | Feb 21, 2026 | |
| Tabular Binary Classification |
|---|
| 4 |
| 2 |
| Mar 13, 2026 |
| Molecular distribution modeling | 4 | 1 | Feb 21, 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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| Visual Walker Walk | 4 | 1 | Feb 18, 2026 |
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| Multi-horizon clinical forecasting | 4 | 1 | Feb 21, 2026 |
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| Visual Species Recognition | 4 | 1 | Feb 21, 2026 |
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| Concept Annotation | 4 | 2 | May 15, 2026 |
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| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
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| Simultaneous Localization and Mapping (SLAM) | 4 | 3 | Mar 6, 2026 |
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| Fair Graph Clustering | 4 | 1 | Feb 21, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Half-mask inpainting | 4 | 2 | May 18, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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