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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Reasoning | ARC Challenge | 44 | Jul 9, 2026 | ||
| Safety and Utility Evaluation | Management subset | 44 | Jun 4, 2026 | ||
| Safety and Utility Evaluation | Finance | 44 | Jun 4, 2026 | ||
| Safety and Utility Evaluation | Education subset | 44 | Jun 4, 2026 | ||
| Solving linear equations | P0 linear equations system n=100 |
| 44 |
| Jun 4, 2026 |
| Multilingual Taxonomy Enrichment | SemEval Subtask 1 | 44 | Jun 4, 2026 |
|---|
| Urban Perception | Place Pulse 2.0 | 44 | Jun 2, 2026 |
|---|
| Remaining Useful Life Estimation | C-MAPSS FD002 (test) | 44 | Jun 2, 2026 |
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| Multi-hop Question Answering | MuSiQue | 44 | Jun 2, 2026 |
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| Multi-hop Question Answering | 2WikiMultiHopQA | 44 | Jun 2, 2026 |
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| Safety Evaluation | BeaverTails | 44 | Jun 8, 2026 |
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| Node Classification | Reddit-M | 44 | Jun 12, 2026 |
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| Multi-class classification | CIFAR-10 LT | 44 | May 25, 2026 |
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| Image Classification | ImageNet | 44 | Jul 3, 2026 |
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| Commonsense Reasoning | HellaSwag | 44 | Jul 9, 2026 |
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| Odometry | GEODE various sequences | 44 | May 21, 2026 |
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| Preservation of General Capabilities | HellaSwag, WinoGrande, IFEval, MMLU | 44 | May 20, 2026 |
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| Single-domain Generalization | PACS | 44 | Jun 23, 2026 |
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| Question Answering | ConflictBank | 44 | May 20, 2026 |
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| Question Answering | ConflictQA | 44 | May 20, 2026 |
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| NS-2D | VICON | 44 | May 19, 2026 |
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| Image Classification | CIFAR-100F | 44 | May 19, 2026 |
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| Role-playing evaluation | RoleBench | 44 | Jun 15, 2026 |
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| Text Classification | TweetEVAL (test) | 44 | May 19, 2026 |
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| Multi-label Text Classification | Hotel Reviews (HR) (test) | 44 | May 19, 2026 |
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