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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 |
|---|---|---|---|---|---|
| Graph-level Classification | ogbg-molhiv (test) | 44 | Jul 7, 2026 | ||
| Truthful and Informative Generation | TruthfulQA (test) | 44 | Apr 23, 2026 | ||
| Explanatory power analysis | Fama-French 3-factor residuals | 44 | Feb 26, 2026 | ||
| Asset Pricing Explanatory Power Analysis | Fama-French residuals 5-factor | 44 | Feb 26, 2026 | ||
| Explanatory power analysis | CAPM residuals (test) |
| 44 |
| Feb 26, 2026 |
| Text Clustering | ArxivClusteringS2S ood (test) | 44 | Feb 26, 2026 |
|---|
| Text Clustering | CLSClusteringS2S id (test) | 44 | Feb 26, 2026 |
|---|
| Sentiment Analysis | FOMC | 44 | Mar 17, 2026 |
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| Video Question Answering | NextQA MC | 44 | Apr 21, 2026 |
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| Anomaly Detection | PSM | 44 | May 26, 2026 |
|---|
| Text-to-Image Generation | MSCOCO 2014 | 44 | Mar 5, 2026 |
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| Image Classification | Office-Caltech | 44 | May 14, 2026 |
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| Pixel-level Anomaly Detection | VisA | 44 | May 28, 2026 |
|---|
| Surface Reconstruction | DTU sparse-view | 44 | Jul 7, 2026 |
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| Time Series Forecasting | ILI-US9 | 44 | Feb 26, 2026 |
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| Time Series Forecasting | ILI-US2 | 44 | Feb 26, 2026 |
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| Time Series Forecasting | ILI-ENG | 44 | Feb 26, 2026 |
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| Time Series Forecasting | Weather | 44 | Feb 26, 2026 |
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| Semantic Segmentation | nuScenes v1.0 (test) | 44 | Feb 26, 2026 |
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| Image Restoration | CDD 11 (test) | 44 | May 19, 2026 |
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| Visual Question Answering | SlideBench-VQA TCGA | 44 | Mar 4, 2026 |
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| Mathematical Reasoning | AIME | 44 | Apr 6, 2026 |
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| Pixel-level Anomaly Detection | BTAD | 44 | May 28, 2026 |
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| Lexical Semantic Similarity | Multi-SimLex | 44 | Feb 26, 2026 |
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| Link Prediction | Edinburgh Association Thesaurus (EAT) (test) | 44 | Feb 26, 2026 |
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