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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 |
|---|---|---|---|---|---|
| Zero-shot Evaluation | Various Tasks Average (test) | 38 | Feb 26, 2026 | ||
| Jailbreak Attack Evaluation | TRIDENT CORE | 38 | Feb 26, 2026 | ||
| GUI Navigation | AITW | 38 | Jun 30, 2026 | ||
| Low-Light Image Enhancement | MIT-Adobe FiveK | 38 | Jul 7, 2026 | ||
| Natural Language Processing | 7 NLP Tasks (test) | 38 | Apr 3, 2026 | ||
| MMVet |
| 38 |
| Feb 26, 2026 |
| Object Detection | MS-COCO | 38 | Feb 27, 2026 |
|---|
| Geometry problem solving | MathVista GPS | 38 | Feb 26, 2026 |
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| Video Question Answering | LVBench | 38 | May 26, 2026 |
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| Science Question Answering | SQA-I | 38 | Jun 1, 2026 |
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| Infrared-visible Image Fusion | MSRS | 38 | May 14, 2026 |
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| Classification | CIFAR10 | 38 | Feb 26, 2026 |
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| Composed Image Retrieval | GeneCIS (test) | 38 | Feb 26, 2026 |
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| Image Quality Assessment | CVIU | 38 | Feb 26, 2026 |
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| Continual Visual Question Answering | VQA v2 (test) | 38 | Jul 3, 2026 |
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| Image Super-Resolution | Manga109 x4 scale (test) | 38 | May 26, 2026 |
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| Adversarial Attack | CIFAR100 | 38 | May 21, 2026 |
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| Classification | FGVCAircraft | 38 | Apr 7, 2026 |
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| Defect Detection | MVTec-AD | 38 | Apr 23, 2026 |
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| Scene Classification | NWPU | 38 | Feb 27, 2026 |
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| Maximum Independent Set | RB [200-300] | 38 | Jun 1, 2026 |
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| Dialogue Reasoning | MUTUAL | 38 | May 15, 2026 |
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| Object Detection | OV-LVIS | 38 | Jul 3, 2026 |
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| Fraud Detection | Amazon (test) | 38 | Mar 11, 2026 |
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| Community Detection | ogb-arxiv | 38 | Feb 26, 2026 |
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