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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 1.0 (val) | 2,386 | Jun 24, 2026 | ||
| Image Classification | ImageNet 1k (val) | 1,498 | Jun 1, 2026 | ||
| Image Classification | ImageNet-1K |
| 1,239 |
| Apr 10, 2026 |
| Image Classification | ImageNet (val) | 1,206 | Feb 26, 2026 |
|---|
| Classification | ImageNet-1K 1.0 (val) | 1,171 | Apr 28, 2026 |
|---|
| Class-conditional Image Generation | ImageNet 256x256 | 1,021 | Jul 7, 2026 |
|---|
| Image Classification | ImageNet 1K (val) | 960 | Jul 9, 2026 |
|---|
| Image Classification | ImageNet 1k (test) | 939 | Jul 2, 2026 |
|---|
| Image Classification | ImageNet-1K (val) | 871 | Jun 11, 2026 |
|---|
| Image Classification | Tiny-ImageNet (test) | 859 | Jul 7, 2026 |
|---|
| Image Classification | ImageNet V2 | 767 | Jul 9, 2026 |
|---|
| Image Classification | ImageNet A | 723 | Jul 2, 2026 |
|---|
| Image Classification | ImageNet 1k (val) | 706 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-R | 622 | Jul 2, 2026 |
|---|
| Image Generation | ImageNet 256x256 | 606 | Jul 3, 2026 |
|---|
| Image Classification | ImageNet-1k | 600 | Mar 27, 2026 |
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| Image Classification | TinyImageNet (test) | 562 | Jun 25, 2026 |
|---|
| Class-conditional image generation | ImageNet 256x256 (val) | 535 | Jul 1, 2026 |
|---|
| Image Classification | ImageNet-Sketch | 491 | Jul 7, 2026 |
|---|
| Image Classification | ImageNet-1K (test) | 490 | Jul 2, 2026 |
|---|
| Image Generation | ImageNet 256x256 (val) | 461 | Jul 3, 2026 |
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| Image Classification | ImageNet ILSVRC-2012 (val) | 441 | May 28, 2026 |
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| Image Classification | ImageNet | 431 | Mar 13, 2026 |
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| Image Classification | ImageNet | 384 | Jun 25, 2026 |
|---|
| Class-conditional image generation | ImageNet 256x256 (train) | 367 | Jun 11, 2026 |
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