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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 | TinyImageNet-200 | 68 | Mar 30, 2026 | ||
| Robust Image Classification | CIFAR-10 | 68 | May 27, 2026 | ||
| Image Classification | Downstream Datasets Average | 68 | Jun 2, 2026 | ||
| Image Classification | CIFAR10 long-tailed (test) | 68 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 68 | Feb 26, 2026 | ||
| Image Classification |
|---|
| CIFAR-10-LT gamma=50 (test) |
| 68 |
| Jun 4, 2026 |
| Image Classification | CIFAR-10 4000 labels | 68 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet matched frequency V2 (test) | 68 | Jul 7, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 68 | Feb 26, 2026 |
|---|
| Image Classification | Places205 (val) | 68 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet OOD | 68 | Mar 31, 2026 |
|---|
| Image Classification | Vision Datasets (14 tasks) 1.0 (test) | 67 | Mar 4, 2026 |
|---|
| Image Classification | CIFAR100 IDN (test) | 67 | Feb 26, 2026 |
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| Image Classification | CIFAR10 IDN (test) | 67 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet Real (test) | 67 | Feb 26, 2026 |
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| Image Classification | Digits-Five | 67 | May 6, 2026 |
|---|
| 5-way Image Classification | MiniImagenet | 67 | Feb 26, 2026 |
|---|
| Image Classification | VOC 2007 (test) | 67 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 standard (test) | 66 | Jun 25, 2026 |
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| Image Classification | TinyImageNet Second Session Transition | 66 | Jun 9, 2026 |
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| Image Classification | ImageNet-1k | 66 | Jul 7, 2026 |
|---|
| Image Classification | Tiny ImageNet | 66 | Jun 29, 2026 |
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| Image Classification | VLCS | 66 | Jul 7, 2026 |
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| SAR Image Classification | MSTAR (test) | 66 | Apr 3, 2026 |
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| Image Classification | CUB200 (val) | 66 | Feb 26, 2026 |
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