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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 | 55 | Feb 26, 2026 | ||
| Fine-grained Image Classification | Oxford-IIIT Pets | 55 | Jun 23, 2026 | ||
| Image Classification | UCF101 | 54 | Jul 1, 2026 | ||
| Image Classification | SVHN | 54 | Jun 30, 2026 | ||
| Image Classification | CIFAR-100 (test) | 54 | May 11, 2026 | ||
| Image Classification |
| ImageNet-C |
| 54 |
| Jul 1, 2026 |
| Image Classification | Tiny-ImageNet standard (Forget) | 54 | Apr 10, 2026 |
|---|
| Image Classification | Tiny-ImageNet standard (Retain) | 54 | Apr 10, 2026 |
|---|
| Image Classification | CIFAR-100 standard (Forget) | 54 | Apr 10, 2026 |
|---|
| Image Classification | CIFAR-100 standard (Retain) | 54 | Apr 10, 2026 |
|---|
| Image Classification | CIFAR-10 standard (Retain) | 54 | Apr 10, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 54 | Mar 31, 2026 |
|---|
| Image Classification | CIFAR-10 clean (test) | 54 | Jul 7, 2026 |
|---|
| Image Classification | MNIST i.i.d. (test) | 54 | Feb 27, 2026 |
|---|
| Image Classification | N-MNIST binary | 54 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 (test) | 54 | Feb 26, 2026 |
|---|
| Image Classification | Pets | 54 | Jun 9, 2026 |
|---|
| Image Classification | ImageNet Domain Generalization OOD Variants (test) | 54 | Apr 24, 2026 |
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| Image Classification | ciFAIR-10 (test) | 54 | Feb 26, 2026 |
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| Image Classification | Places-365 (val) | 54 | Jun 26, 2026 |
|---|
| Image Classification | ImageNet V2 1.0 (test) | 54 | Feb 26, 2026 |
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| Image Classification | CIFAR-LT-100 Imbalance Factor 50 (test) | 54 | May 12, 2026 |
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| Image Classification | CIFAR-10 1.0 (test) | 54 | Feb 26, 2026 |
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| Image Classification | Tiny ImageNet (Tiny-IN) (val) | 54 | Feb 26, 2026 |
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| Image Classification | EuroSAT | 53 | Jun 23, 2026 |
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