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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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| Mathematical Reasoning | ASDiv | 51 | May 22, 2026 | ||
| Patient-level AML subtyping | AML Hehr | 51 | Jun 19, 2026 | ||
| Open-set Test-time Adaptation | CIFAR-100-C (test) | 51 | Apr 3, 2026 | ||
| Novel View Synthesis | THuman 2.0 (test) | 51 | Apr 29, 2026 | ||
| Cardiac Segmentation | Public Cardiac CT to MRI | 51 | Mar 24, 2026 |
| Change Detection | OSCD | 51 | May 18, 2026 |
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| Object Recognition | N-Caltech101 | 51 | Feb 26, 2026 |
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| Harmful meme detection | FHM (test) | 51 | Jun 1, 2026 |
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| Generative Modeling | MNIST (train) | 51 | Mar 10, 2026 |
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| Out-of-Distribution Detection | ImageNet-1K Near-OOD OpenOOD v1.5 | 51 | Mar 25, 2026 |
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| Low-Light Image Enhancement | DICM | 51 | Mar 4, 2026 |
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| Zero-shot Classification | Classification Suite Zero-shot | 51 | Apr 16, 2026 |
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| Image Classification | ImageNet Robustness Generalization Suite Sketch A R V2 | 51 | May 18, 2026 |
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| Medical Image Classification | NCT-CRC-HE-100K (test) | 51 | May 12, 2026 |
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| Text Retrieval | RSICD (test) | 51 | Feb 26, 2026 |
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| Image Classification | TinyImageNet 100 tasks (test) | 51 | Feb 27, 2026 |
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| Image Classification | CIFAR10 5 tasks (test) | 51 | Feb 27, 2026 |
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| Continual Learning | TinyImageNet 100 tasks (test) | 51 | Feb 27, 2026 |
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| Continual Learning | CIFAR10 5 tasks (test) | 51 | Feb 27, 2026 |
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| Continual Learning | MNIST 5 tasks (test) | 51 | Feb 27, 2026 |
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| Image Retrieval | MSCOCO 5-fold 1K (test) | 51 | Jun 4, 2026 |
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| Action Recognition | HMDB-51 | 51 | May 25, 2026 |
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| Visual Localization | Cambridge Landmarks OldHospital | 51 | Apr 15, 2026 |
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| Semantic Segmentation | DensePASS (test) | 51 | Feb 26, 2026 |
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| Few-shot Image Classification | DTD | 51 | May 22, 2026 |
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