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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 |
|---|---|---|---|---|---|
| Classification | CIFAR10-DVS | 164 | May 28, 2026 | ||
| Handwritten Mathematical Expression Recognition | CROHME 2016 (test) | 164 | Feb 26, 2026 | ||
| Low-light Image Enhancement | LOL real v2 | 164 | Jun 18, 2026 | ||
| Commonsense Reasoning | SocialIQA |
| 164 |
| Jun 17, 2026 |
| Question Answering | TruthfulQA | 164 | May 29, 2026 |
|---|
| Logical Reasoning | LogicVista | 163 | Jul 7, 2026 |
|---|
| Multimodal Evaluation | MMBench CN | 163 | Jul 3, 2026 |
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| Long-term Time Series Forecasting | ECL | 163 | May 19, 2026 |
|---|
| Table Question Answering | WikiTQ | 163 | Jun 11, 2026 |
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| 3D Object Detection | SUN RGB-D (val) | 163 | Mar 5, 2026 |
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| Visual Grounding | RefCOCOg (val) | 163 | Jul 3, 2026 |
|---|
| Question Answering | SQuAD v2.0 (dev) | 163 | Apr 6, 2026 |
|---|
| Graph Classification | REDDIT-B | 163 | Jun 23, 2026 |
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| Image Retrieval | CUB 200 2011 | 163 | May 12, 2026 |
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| Abnormal Event Detection | UCSD Ped2 | 163 | May 12, 2026 |
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| Facial Attribute Classification | CelebA | 163 | Feb 26, 2026 |
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| Relative Pose Estimation | MegaDepth 1500 | 163 | Jul 7, 2026 |
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| Visual Place Recognition | Pitts250k | 163 | Jun 2, 2026 |
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| Perceived risk prediction | SVM Scenario events (held-out) | 162 | Mar 17, 2026 |
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| Mathematical Reasoning | GSM-Plus | 162 | Jun 30, 2026 |
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| Black-box Attack | GenImage | 162 | Feb 26, 2026 |
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| Safety Evaluation | HEx-PHI | 162 | Mar 13, 2026 |
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| Mathematical Reasoning | MATH L5 | 162 | Jul 8, 2026 |
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| Imputation | PTB | 162 | Feb 26, 2026 |
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| Visual Grounded Reasoning | TreeBench | 162 | Jun 16, 2026 |
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