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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 |
|---|---|---|---|---|---|
| Semantic Segmentation | COCO (val) | 185 | May 14, 2026 | ||
| Image Classification | CIFAR-10-LT (test) | 185 | Feb 26, 2026 | ||
| Continuous Sign Language Recognition | PHOENIX-2014 (test) | 185 | Feb 26, 2026 | ||
| Knowledge Graph Completion | WN18RR | 185 | Jun 15, 2026 | ||
| Text Classification | SST-2 (test) |
| 185 |
| Feb 27, 2026 |
| Referring Expression Segmentation | RefCOCOg (val) | 185 | Jun 4, 2026 |
|---|
| Temporal Action Detection | ActivityNet v1.3 (val) | 185 | Apr 21, 2026 |
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| Boundary Detection | BSDS 500 (test) | 185 | Feb 26, 2026 |
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| Performance Estimation | GQA | 184 | Apr 28, 2026 |
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| Skeleton-based Action Recognition | NTU RGB+D 120 (X-Set) | 184 | Feb 26, 2026 |
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| Image Classification | ImageNet | 184 | Feb 26, 2026 |
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| Facial Expression Recognition | RAF-DB (test) | 184 | Jul 8, 2026 |
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| Entity Alignment | DBP15K FR-EN | 184 | Apr 16, 2026 |
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| Object Detection | COCO (minival) | 184 | Feb 27, 2026 |
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| Depth Estimation | KITTI | 184 | Jul 8, 2026 |
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| Survival Prediction | TCGA-UCEC | 184 | Jun 11, 2026 |
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| Instance Segmentation | COCO | 183 | May 19, 2026 |
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| Mathematical Reasoning | MATH 500 | 183 | Jun 18, 2026 |
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| Embodied Task | ALFWorld | 183 | Jun 17, 2026 |
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| Real-world Visual Question Answering | RealWorldQA | 183 | Jun 26, 2026 |
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| Multivariate Long-term Forecasting | ETTh1 (test) | 183 | Jun 26, 2026 |
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| Commonsense Reasoning | SIQA | 183 | Jun 26, 2026 |
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| Image Classification | Flowers (test) | 183 | May 15, 2026 |
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| Mathematical Reasoning | AQUA-RAT | 183 | Jun 30, 2026 |
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| Image Classification | CIFAR-10-C | 183 | Jul 7, 2026 |
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