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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 |
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| Classification | c16 | 31 | Mar 16, 2026 | ||
| Open-vocabulary Semantic Segmentation | PASCAL-Context PC-459 | 31 | May 12, 2026 | ||
| Grounded Video Question-Answering | CG-Bench | 31 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | Matterport3D (val) | 31 | Mar 4, 2026 | ||
| Survival Analysis | UCEC TCGA (5-fold cross-validation) | 31 | Jun 23, 2026 |
| Spoofing Attack Detection | ASVspoof DF 2021 | 31 | Jul 1, 2026 |
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| Multi-view pose regression | CO3D v2 | 31 | Feb 27, 2026 |
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| Robot Manipulation | SimplerEnv Bridge | 31 | Jul 7, 2026 |
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| Image-level Anomaly Detection | DTD Synthetic | 31 | Mar 9, 2026 |
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| Segmentation | STARE (test) | 31 | Feb 26, 2026 |
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| Class-conditional Image Generation | ImageNet-1k (train) | 31 | May 18, 2026 |
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| Super-Resolution | ImageNet | 31 | May 13, 2026 |
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| Depth Estimation | DDAD (val) | 31 | Mar 5, 2026 |
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| Graph Anomaly Detection | DGraph | 31 | Apr 20, 2026 |
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| Community Detection | PC | 31 | Feb 26, 2026 |
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| Community Detection | PubMed | 31 | Feb 26, 2026 |
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| Community Detection | CiteSeer | 31 | Feb 26, 2026 |
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| Community Detection | Cora | 31 | Feb 26, 2026 |
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| Geometric Matching | HPatches Original Resolution 3 | 31 | Feb 26, 2026 |
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| 3D Semantic Occupancy Prediction | nuScenes 1.0 (val) | 31 | Mar 9, 2026 |
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| Novel View Synthesis | iPhone DyCheck 7 scenes 2x resolution | 31 | Feb 26, 2026 |
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| Single-image Defocus deblurring | DPD Indoor Scenes | 31 | May 5, 2026 |
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| Online Continual Learning | TinyImageNet 100/2 | 31 | Feb 27, 2026 |
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| Online Continual Learning | CIFAR100 (10/10) | 31 | Feb 27, 2026 |
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| Online Continual Learning | CIFAR10 (5/2) | 31 | Feb 27, 2026 |
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