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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 |
|---|---|---|---|---|---|
| Anomaly Detection | Mammography | 33 | May 12, 2026 | ||
| Anomaly Detection | Ionosphere | 33 | May 12, 2026 | ||
| Anomaly Detection | Glass | 33 | May 12, 2026 | ||
| Video Understanding | MLVU | 33 | Jul 2, 2026 | ||
| OOD detection | ImageNet-100 (ID) vs TEXTURES (OOD) | 33 | May 21, 2026 | ||
| Time-Series Anomaly Detection |
| SVDB |
| 33 |
| Apr 30, 2026 |
| Time-Series Anomaly Detection | MITDB | 33 | Apr 30, 2026 |
|---|
| Time-Series Anomaly Detection | Daphnet | 33 | Apr 30, 2026 |
|---|
| Temporal Reasoning | TempCompass | 33 | Apr 10, 2026 |
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| Image Classification | CIFAR10 Rotation | 33 | Apr 23, 2026 |
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| Image Classification | ColoredMNIST | 33 | Jul 2, 2026 |
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| Understanding | UniICL-Bench | 33 | Mar 27, 2026 |
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| Question Answering | MuSiQue | 33 | Jun 29, 2026 |
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| Multi-view Clustering | LGG | 33 | May 18, 2026 |
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| Classification | PoemSentiment (test) | 33 | Mar 25, 2026 |
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| Classification | MTOPIntent (test) | 33 | Mar 25, 2026 |
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| Classification | MTOP Domain (test) | 33 | Mar 25, 2026 |
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| Multi-turn Visual Question Answering | MT-GQA | 33 | Mar 24, 2026 |
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| Domain-specific Reasoning | LegalBench | 33 | Mar 24, 2026 |
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| Multi-task Learning | NYUD v2 | 33 | Jun 4, 2026 |
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| Multimodal Question Answering | MMBench English | 33 | Jun 26, 2026 |
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| Multi-class text classification | Yelp | 33 | Mar 24, 2026 |
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| Multi-class text classification | AG News | 33 | Mar 24, 2026 |
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| Mathematical Reasoning | AIME 25 | 33 | May 28, 2026 |
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| Image Classification | ImageNet | 33 | Apr 1, 2026 |
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