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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-1K | 75 | Feb 26, 2026 | ||
| Image Generation | ImageNet-512 | 75 | Jul 3, 2026 | ||
| Image Classification | ImageNette (val) | 75 | May 19, 2026 | ||
| Image Classification | Tiny-ImageNet 1.0 (test) | 75 | Feb 26, 2026 | ||
| Image Classification | Red Mini-ImageNet (test) | 75 | Mar 10, 2026 | ||
| Image Classification |
| mini-ImageNet (test) |
| 75 |
| Feb 26, 2026 |
| Image Generation | ImageNet 512x512 (test) | 74 | May 18, 2026 |
|---|
| Image Classification | ImageNet-W | 74 | Feb 26, 2026 |
|---|
| Robustness to Corruptions | ImageNet-C (test) | 74 | Mar 18, 2026 |
|---|
| Out-of-Distribution Detection | ImageNet-O | 74 | Feb 26, 2026 |
|---|
| Image Generation | ImageNet 256x256 (train val) | 74 | Jun 30, 2026 |
|---|
| Image Generation | ImageNet 128x128 | 74 | May 20, 2026 |
|---|
| Targeted Adversarial Attack | ImageNet-Compatible | 73 | Apr 7, 2026 |
|---|
| Image Classification | ImageNette ImageNet-1K (test) | 72 | May 21, 2026 |
|---|
| Image Classification | ImageNet-1K 1.0 (test) | 72 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-LT (val) | 72 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet (val) | 72 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-1K (test) | 71 | Jul 9, 2026 |
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| Image Classification | ImageNet I-Squawk (test) | 71 | May 21, 2026 |
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| Out-of-Distribution Detection | ImageNet-1K OOD Average | 71 | Apr 24, 2026 |
|---|
| Density Estimation | ImageNet 64x64 (test) | 71 | May 27, 2026 |
|---|
| Localization | ImageNet | 70 | Mar 17, 2026 |
|---|
| Coarse-grained Unlearning | Imagenette | 70 | Feb 26, 2026 |
|---|
| OOD Detection | ImageNet SUN | 70 | Apr 28, 2026 |
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| Image Classification | ImageNet 1000 classes 16 | 70 | Feb 26, 2026 |
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