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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 |
|---|---|---|---|---|---|
| Question Answering | PopQA (test) | 122 | Jun 30, 2026 | ||
| Decision Making | DELIVERYBENCH | 121 | Jun 15, 2026 | ||
| Zero-shot Language Understanding | ARC-c, ARC-e, PIQA, Winogrande, Hellaswag | 121 | Jun 12, 2026 | ||
| Word Similarity | WordSim-353 | 121 | Jun 9, 2026 | ||
| Survival Prediction | TCGA-BLCA |
| 121 |
| Jun 11, 2026 |
| Language Modeling | C4 | 121 | Mar 27, 2026 |
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| Scientific Reasoning | ARC Challenge | 121 | Jun 17, 2026 |
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| Object Hallucination Evaluation | MS-COCO POPE Random | 121 | Jun 1, 2026 |
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| Jailbreak Defense | JBB-Behaviors | 121 | Mar 27, 2026 |
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| Referring Image Segmentation | RefCOCO+ (testA) | 121 | Jun 23, 2026 |
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| Mathematical Reasoning | MathVista (testmini) | 121 | May 1, 2026 |
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| Semantic Segmentation | VOC-20 | 121 | Jun 4, 2026 |
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| Person Re-identification | PRCC Clothes-Changing | 121 | Jun 11, 2026 |
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| RGB-T tracking | RGBT234 | 121 | Mar 24, 2026 |
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| Image-to-Text Retrieval | MS-COCO 1K (test) | 121 | Feb 26, 2026 |
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| Visual Object Tracking | LaSOText (test) | 121 | May 22, 2026 |
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| Domain Generalization | TerraIncognita | 121 | Apr 28, 2026 |
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| Video Semantic Segmentation | VSPW (val) | 121 | Apr 14, 2026 |
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| Face Recognition | CFP-FP | 121 | Jun 1, 2026 |
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| Relation Extraction | DocRED (test) | 121 | Feb 26, 2026 |
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| Named Entity Recognition | OntoNotes | 121 | Apr 20, 2026 |
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| Out-of-Distribution Detection | CIFAR-10 | 121 | Apr 13, 2026 |
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| Node Classification | Citeseer standard (test) | 121 | Feb 26, 2026 |
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| Action Classification | HMDB51 (over all three splits) | 121 | Feb 26, 2026 |
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| Question Answering | TriviaQA (test) | 121 | Feb 26, 2026 |
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