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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 |
|---|---|---|---|---|
| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 | |
| Conditional Image Synthesis | 4 | 3 | Jun 15, 2026 | |
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 | |
| Process-level verification | 4 | 1 | Feb 18, 2026 | |
| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 | |
| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 | |
| Non-linear operator learning | 4 | 1 | Feb 21, 2026 | |
| Stable structure prediction | 4 | 3 | Apr 14, 2026 | |
| Polynomial System Solving | 4 |
| 1 |
| Feb 18, 2026 |
| Interactive Semantic Segmentation | 4 | 2 | Apr 9, 2026 |
|---|
| Tabular Binary Classification | 4 | 2 | Mar 13, 2026 |
|---|
| Multi-modal Chat | 4 | 1 | Feb 18, 2026 |
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| Sentence Alignment | 4 | 2 | Feb 22, 2026 |
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| Short-term Water Demand Forecasting | 4 | 1 | Feb 21, 2026 |
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| Multi-agent human pose forecasting | 4 | 1 | Feb 18, 2026 |
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| Fair Graph Clustering | 4 | 1 | Feb 21, 2026 |
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| Long-form text generation | 4 | 6 | Jul 9, 2026 |
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| Multi-horizon clinical forecasting | 4 | 1 | Feb 21, 2026 |
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| Human and Scene Reconstruction | 4 | 2 | Jun 2, 2026 |
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| Visual Species Recognition | 4 | 1 | Feb 21, 2026 |
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| De Novo Generation | 4 | 5 | Jun 23, 2026 |
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| Garment deformation | 4 | 1 | Mar 27, 2026 |
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| Attribute Transfer | 4 | 2 | Feb 18, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| Text Attribute Transfer | 4 | 2 | Feb 18, 2026 |
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