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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 |
|---|---|---|---|---|---|
| Image Classification | ImageNet and OOD variants | 23 | Jul 7, 2026 | ||
| Image Classification | CIFAR-100 | 23 | Jun 18, 2026 | ||
| Image Classification | CIFAR-10 | 23 | Jun 18, 2026 | ||
| Image Classification | OpenSARShip (test) | 23 | May 28, 2026 | ||
| Image Classification | ImageNet 1k | 23 | May 22, 2026 | ||
| CIFAR-100 |
| 23 |
| Jul 7, 2026 |
| Image Classification | Aircraft | 23 | May 8, 2026 |
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| Image Classification | SVHN (test) | 23 | Jun 5, 2026 |
|---|
| Image Classification | EuroSAT | 23 | Jun 30, 2026 |
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| Image Classification | CIFAR-10 | 23 | Apr 21, 2026 |
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| Hyperspectral Image Classification | Houston 10% 2013 (train) | 23 | Apr 28, 2026 |
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| Image Classification | Waterbirds 95% correlation (test) | 23 | May 13, 2026 |
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| Image Classification | ImageNet I-Fruit (test) | 23 | May 14, 2026 |
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| Open-world image classification | Open-world image classification Very fine-grained set | 23 | Mar 4, 2026 |
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| Open-world image classification | Open-world Fine-grained set | 23 | Mar 4, 2026 |
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| Image Classification | ImageNet 1k (val) | 23 | Feb 26, 2026 |
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| Multi-task Classification | 30 image classification tasks average (test) | 23 | Jun 23, 2026 |
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| Image Classification | CIFAR-10 non-IID (α=0.1) (test) | 23 | Mar 4, 2026 |
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| Image Classification | PCAM | 23 | Apr 23, 2026 |
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| Image Classification | EuroSAT | 23 | Mar 10, 2026 |
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| Image Classification | FGVC | 23 | Apr 23, 2026 |
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| Hyperspectral Image Classification | Pavia University (PU) HU-to-PU (test) | 23 | Feb 26, 2026 |
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| Image Classification | Cross-domain Few-Shot Learning Suite (CUB, Cars, Places, Plantae, EuroSAT, CropDisease) (test) | 23 | Feb 26, 2026 |
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| Image Classification | MNIST | 23 | Feb 26, 2026 |
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| Image Classification Calibration | ImageNet | 23 | Jun 25, 2026 |
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