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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 |
|---|---|---|---|---|
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Inter-lingual Subgraph Identification | 4 | 1 | Feb 18, 2026 | |
| Text-to-Image Customization | 4 | 3 | Jun 4, 2026 | |
| Cross-lingual Document Classification | 4 | 4 | Feb 18, 2026 | |
| Incomplete Utterance Restoration | 4 | 1 | Feb 18, 2026 | |
| Irregular Time-Series Prediction | 4 | 1 | Feb 18, 2026 | |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 | |
| Dialogue Discourse Parsing | 4 | 1 | Feb 18, 2026 |
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Urban Cable Routing | 4 | 1 | Feb 21, 2026 |
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| Constraint-Guided Schematic Design | 4 | 1 | Feb 18, 2026 |
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| Automated Heuristic Discovery | 4 | 1 | Feb 21, 2026 |
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| ODRL generation | 4 | 1 | Feb 21, 2026 |
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| Generative Game Simulation | 4 | 1 | Feb 18, 2026 |
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| Harmful Request Defense | 4 | 4 | Jul 3, 2026 |
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| Binding Affinity | 4 | 1 | Mar 31, 2026 |
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| Scientific and General Reasoning | 4 | 3 | Feb 24, 2026 |
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| Pronoun Coreference Resolution | 4 | 2 | Feb 18, 2026 |
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| Geomagnetic map interpolation | 4 | 1 | Feb 27, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Cancer typing | 4 | 2 | Feb 18, 2026 |
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| Video Person Re-ID | 4 | 8 | Feb 22, 2026 |
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| Permutation Flow Shop Scheduling Problem | 4 | 2 | May 11, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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