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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 | CIFAR-10 (test) | 26 | Feb 26, 2026 | ||
| Image Classification | ImageWoof 256x256 (test) | 26 | Feb 26, 2026 | ||
| Image Classification | CINIC-10 non-iid | 26 | Feb 26, 2026 | ||
| Image Classification | Web-Bird (test) | 26 | Feb 26, 2026 | ||
| Image Classification | Web-Aircraft (test) | 26 | Feb 26, 2026 | ||
| Medical image classification |
| INbreast |
| 26 |
| Jun 23, 2026 |
| Image Classification | GlaS | 26 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet 1k (val) | 26 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-1k 1.0 (val) | 26 | Feb 26, 2026 |
|---|
| Image Classification | EuroSAT | 26 | Feb 26, 2026 |
|---|
| Image Classification | SUN397 | 26 | Feb 26, 2026 |
|---|
| Image Classification | sCIFAR (test) | 26 | Mar 4, 2026 |
|---|
| Image Classification | CIFAR-10 Global (test) | 26 | Feb 26, 2026 |
|---|
| Medical Image Classification | Mura s | 26 | Feb 26, 2026 |
|---|
| Medical Image Classification | AD | 26 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 512-image subset (test) | 26 | Feb 27, 2026 |
|---|
| Image Classification | SVHN (test) | 26 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100-C Severity 5 | 26 | May 19, 2026 |
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| Image Classification | CIFAR-100 IDN (test) | 26 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 IDN (test) | 26 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 USB (test) | 26 | Feb 26, 2026 |
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| Image Classification | ImageNet Clean 1K (val) | 26 | Apr 21, 2026 |
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| Long-tailed Image Classification | CIFAR-100 long-tailed (IF=100) (test) | 26 | Jun 2, 2026 |
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| Image Classification | CIFAR-10C level 5 (test) | 26 | Feb 26, 2026 |
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| Image Classification | iWILDCam OOD | 26 | Feb 26, 2026 |
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