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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 |
|---|---|---|---|---|
| Lab Test Recommendation | 3 | 1 | Feb 27, 2026 | |
| Lactate Regression | 3 | 1 | Feb 18, 2026 | |
| Protein fitness prediction | 3 | 3 | May 11, 2026 | |
| Matrix Multiplication Latency | 3 | 2 | Apr 7, 2026 | |
| Dynamic Flexible Job Shop Scheduling | 3 | 1 | Mar 31, 2026 | |
| Fruit Grading | 3 | 1 | Mar 31, 2026 | |
| Hard Exploration | 3 | 1 | Mar 31, 2026 | |
| Spatiotemporal traffic flow imputation | 3 | 1 | Feb 27, 2026 | |
| Predictive Uncertainty Estimation | 3 | 1 | Mar 31, 2026 |
| Text-based Recommendation | 3 | 1 | Feb 18, 2026 |
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| Blind Video Super-Resolution | 3 | 1 | Feb 18, 2026 |
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| Long-term Human Motion Prediction | 3 | 6 | Feb 22, 2026 |
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| Agentic Question Answering | 3 | 3 | Jun 23, 2026 |
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| MCQ selection similarity | 3 | 1 | Mar 31, 2026 |
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| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 |
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| Job Orchestration | 3 | 1 | Feb 21, 2026 |
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| Radiation field reconstruction | 3 | 1 | Feb 21, 2026 |
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| iEEG neural decoding | 3 | 1 | Feb 21, 2026 |
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| Cooling load forecasting | 3 | 1 | Feb 21, 2026 |
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| Four-way classification (NC, SMC, MCI, AD) | 3 | 1 | Feb 21, 2026 |
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| Embodied agent | 3 | 4 | May 26, 2026 |
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| Machine Translation (Zh-En) | 3 | 3 | Feb 18, 2026 |
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| Unsupervised object-centric learning | 3 | 1 | Feb 18, 2026 |
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| Segment-level Video Captioning | 3 | 1 | Feb 27, 2026 |
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| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
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