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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 |
|---|---|---|---|---|---|
| Anomaly Detection | VisA (test) | 178 | Jul 7, 2026 | ||
| Image Classification | Food101 | 177 | May 27, 2026 | ||
| Question Answering | Search-QA | 177 | Jun 30, 2026 | ||
| Image Classification | MNIST (test) |
| 177 |
| Mar 19, 2026 |
| Multimodal Evaluation | MMStar | 177 | Jun 30, 2026 |
|---|
| Image Classification | ImageWoof (val) | 177 | May 19, 2026 |
|---|
| Time Series Imputation | Weather | 177 | Jul 9, 2026 |
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| Time Series Imputation | ETTm1 | 177 | Jul 9, 2026 |
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| Visual Grounding | RefCOCO (val) | 177 | Jul 3, 2026 |
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| Few-shot Semantic Segmentation | PASCAL-5^i (test) | 177 | Feb 26, 2026 |
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| Image Classification | ImageNet-A (test) | 177 | Jun 25, 2026 |
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| Clustering | STL-10 (test) | 177 | Jun 24, 2026 |
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| Image Classification | Oxford-IIIT Pets (test) | 177 | May 6, 2026 |
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| Crowd Counting | ShanghaiTech Part B | 177 | Mar 26, 2026 |
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| Long-range sequence modeling | Long Range Arena (LRA) | 177 | May 26, 2026 |
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| Automatic Speech Recognition | AISHELL-1 (test) | 177 | Jun 18, 2026 |
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| Image Classification | CINIC-10 (test) | 177 | Mar 10, 2026 |
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| Hallucination Detection | HaluEval (test) | 176 | Jun 2, 2026 |
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| Time Series Forecasting | PEMS03 | 176 | Mar 24, 2026 |
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| Video Question Answering | NExT-QA (val) | 176 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 v1 (test) | 176 | Jun 18, 2026 |
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| Visual Place Recognition | Pitts30k | 176 | Jul 2, 2026 |
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| Selective Prediction | TriviaQA (val) | 175 | Jun 2, 2026 |
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| Image Classification | CIFAR-10 | 175 | Jun 29, 2026 |
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| Coding | MBPP | 175 | Jun 18, 2026 |
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