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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 |
|---|---|---|---|---|
| Refusal Rate Evaluation | 7 | 5 | May 13, 2026 | |
| 3D Human Mesh Reconstruction | 7 | 5 | Apr 24, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Engineering Design Optimization | 7 | 4 | Jun 26, 2026 | |
| Online Learning (Dynamic Regret Minimization) | 7 | 1 | Mar 31, 2026 | |
| Online sequence prediction | 7 | 1 | Mar 31, 2026 | |
| Graph Similarity Ranking (MCES) | 7 | 1 | Feb 18, 2026 | |
| Travelling Salesperson Problem | 7 | 1 | Mar 31, 2026 | |
| KV cache compression | 7 | 1 |
| Mar 31, 2026 |
| Key Pair Generation | 7 | 2 | Jul 7, 2026 |
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| Modeling Attack | 7 | 2 | Apr 14, 2026 |
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| Target classification and novel class prevalence estimation | 7 | 1 | Feb 18, 2026 |
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| Graph Edit Distance | 7 | 3 | Feb 22, 2026 |
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| Novel Class Prevalence Estimation | 7 | 1 | Feb 18, 2026 |
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| Graph Similarity Ranking (MCCS) | 7 | 1 | Feb 18, 2026 |
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| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
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| Video Style Transfer | 7 | 4 | Mar 17, 2026 |
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| Column matching | 7 | 2 | Mar 6, 2026 |
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| Monocular Metric Depth Estimation | 7 | 5 | Jun 1, 2026 |
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| Agentic Task Execution | 7 | 2 | Jun 11, 2026 |
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| Organ-level semantic segmentation | 7 | 1 | Mar 31, 2026 |
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| Multi-horizon forecasting | 7 | 2 | May 15, 2026 |
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| Malware family classification | 7 | 3 | Jun 4, 2026 |
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| Surface mesh reconstruction | 7 | 2 | Jul 7, 2026 |
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| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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