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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 | TriviaQA | 46 | Feb 26, 2026 | ||
| Tool Calling | API-Bank L-1 | 46 | May 14, 2026 | ||
| Closed-loop Autonomous Driving | Bench2Drive closed-loop | 46 | Jun 12, 2026 | ||
| Adversarial Attack | ModelNet40 | 46 | Apr 14, 2026 | ||
| Trajectory Prediction | ETH/UCY (Eth) | 46 |
| May 22, 2026 |
| General Instruction Following | Arena-Hard | 46 | Mar 4, 2026 |
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| Classification | Country | 46 | Jun 19, 2026 |
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| Machine Unlearning | CIFAR-10 | 46 | Jun 4, 2026 |
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| Arithmetic Reasoning | SVAMP, GSM8K, AddSub, MultiArith, AQUA, SingleEq | 46 | Apr 24, 2026 |
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| End-to-End Autonomous Driving | Bench2Drive base set | 46 | Feb 26, 2026 |
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| Prostate Segmentation | Prostate | 46 | Mar 27, 2026 |
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| Correction | VISCO full 1.0 (test) | 46 | Feb 26, 2026 |
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| Multiple Instance Learning Classification | MUSK2 | 46 | Jun 5, 2026 |
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| Multiple Instance Learning Classification | MUSK1 | 46 | Jun 5, 2026 |
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| Long-video Question Answering | MLVU | 46 | Jun 8, 2026 |
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| Long-video Question Answering | Long VideoBench (val) | 46 | Jun 8, 2026 |
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| Oriented Object Detection | DOTA v1.0 | 46 | Jun 5, 2026 |
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| Node Classification | Aminer | 46 | May 18, 2026 |
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| Mathematical Reasoning | MATHEMATICS | 46 | Apr 14, 2026 |
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| Infographic Visual Question Answering | InfoVQA (test) | 46 | Jun 2, 2026 |
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| Sentiment Classification | SST2 | 46 | Jun 5, 2026 |
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| Time Series Imputation | ETTm2 (test) | 46 | Jul 9, 2026 |
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| Time Series Imputation | ETTm1 (test) | 46 | Jul 9, 2026 |
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| Open Vocabulary Semantic Segmentation | PASCAL VOC VOC21 with background 2012 | 46 | May 20, 2026 |
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| Quantization | OPT | 46 | Feb 26, 2026 |
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