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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 |
|---|---|---|---|---|
| LTL-guided Reinforcement Learning | 4 | 1 | Feb 27, 2026 | |
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 | |
| CSI Recovery | 4 | 2 | Feb 18, 2026 | |
| General AI Assistant Task | 4 | 14 | Jun 30, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| close box | 4 | 4 | May 18, 2026 | |
| Synthesis Operation Prediction | 4 | 1 | Feb 27, 2026 | |
| Traffic Light Control | 4 | 1 | Feb 18, 2026 |
| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
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| Deep Reinforcement Learning Implementation Performance | 4 | 1 | Feb 18, 2026 |
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| Imbalanced Semi-Supervised Learning | 4 | 1 | Feb 18, 2026 |
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| Tag prediction | 4 | 4 | May 12, 2026 |
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| Firmness Prediction | 4 | 1 | Feb 18, 2026 |
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| Ripeness Prediction | 4 | 1 | Feb 18, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| General AI Assistant | 4 | 5 | Jun 5, 2026 |
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| Joint Video-Audio Generation | 4 | 5 | May 26, 2026 |
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| Activity Prediction | 4 | 3 | Feb 22, 2026 |
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| ChIP-seq signal reconstruction | 4 | 1 | Feb 18, 2026 |
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| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
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| Composite Interception | 4 | 1 | Mar 31, 2026 |
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