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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 | CelebA | 197 | May 8, 2026 | ||
| Video Action Recognition | Kinetics-400 | 197 | May 11, 2026 | ||
| 3D Human Pose Estimation | Human3.6M | 197 | Jun 30, 2026 | ||
| Out-of-sample random-X regression | Spiked covariance model d/N = 0.9, noise = 1 synthetic (out-of-sample) |
| 196 |
| May 28, 2026 |
| Visual Question Answering | GQA | 196 | Apr 15, 2026 |
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| Node Classification | Amazon-Ratings (test) | 196 | Jun 8, 2026 |
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| Chart Question Answering | ChartQA (test) | 196 | Jun 16, 2026 |
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| Multivariate long-term forecasting | ETTm1 (test) | 196 | Jun 26, 2026 |
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| Intent Classification | Banking77 (test) | 196 | May 22, 2026 |
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| Long-range Sequence Modeling | Long Range Arena (LRA) (test) | 196 | Jun 29, 2026 |
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| Object Detection | Cityscapes to Foggy Cityscapes (test) | 196 | Feb 26, 2026 |
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| Salient Object Detection | PASCAL-S | 196 | Jun 26, 2026 |
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| Reading Comprehension | RACE mid | 196 | Feb 26, 2026 |
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| Text-to-SQL | Spider (dev) | 196 | Jul 1, 2026 |
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| Imputation | facialexpression | 195 | Jul 7, 2026 |
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| Commonsense Reasoning | CSQA | 195 | May 26, 2026 |
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| Image Classification | CIFAR-100 standard (test) | 195 | Jun 23, 2026 |
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| Knowledge Graph Completion | FB15k-237 (test) | 195 | Jun 1, 2026 |
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| Character-level Language Modeling | enwik8 (test) | 195 | Feb 26, 2026 |
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| Referring Image Segmentation | RefCOCO (test B) | 195 | Jun 23, 2026 |
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| Low-light Image Enhancement | LOL v1 | 195 | May 20, 2026 |
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| Image Classification | EuroSAT (test) | 195 | Jul 9, 2026 |
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| Math Reasoning | AQuA | 194 | Jun 9, 2026 |
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| Visual Mathematical Reasoning | MathVerse | 194 | Jun 19, 2026 |
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| Video Question Answering | EgoSchema | 194 | Jun 30, 2026 |
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