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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 (test) | 128 | May 28, 2026 | ||
| Image Classification | ImageNet (val) | 128 | Feb 26, 2026 | ||
| Image Classification | Food (test) | 128 | Apr 28, 2026 | ||
| Image Classification | Places-LT (test) | 128 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT |
| 127 |
| May 26, 2026 |
| Image Classification | UCF-101 (test) | 127 | Jun 30, 2026 |
|---|
| Image Classification | CUB-200 | 126 | Jul 2, 2026 |
|---|
| Image Classification | Oxford Pets (test) | 125 | Apr 9, 2026 |
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| Zero-shot Image Classification | ImageNet-1K | 125 | Jul 2, 2026 |
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| Image Classification | ImageNet (val) | 125 | Mar 9, 2026 |
|---|
| Image Classification | CIFAR-10 | 124 | Feb 26, 2026 |
|---|
| Fine-grained Image Classification | Stanford Dogs (test) | 124 | Apr 8, 2026 |
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| Image Classification | Flowers102 (test) | 123 | Apr 28, 2026 |
|---|
| Image Classification | ANIMAL-10N (test) | 123 | May 21, 2026 |
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| Image Classification | ImageNet 16-120 NAS-Bench-201 (val) | 123 | May 22, 2026 |
|---|
| Image Classification | CIFAR-10 | 122 | Jun 29, 2026 |
|---|
| Image Classification | iNaturalist 2019 | 122 | May 26, 2026 |
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| Hierarchical Image Classification | CUB-200-2011 | 120 | Jul 8, 2026 |
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| Hierarchical Image Classification | Aircraft (test) | 120 | Jul 8, 2026 |
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| Hyperspectral Image Classification | WHU-Hi-LongKou (WHLK) | 120 | Apr 30, 2026 |
|---|
| Image Classification | CUB-200 (test) | 120 | Jun 23, 2026 |
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| Image Classification | ImageNet 1% labeled | 118 | Feb 27, 2026 |
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| Image Classification | GTSRB | 117 | Jul 8, 2026 |
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| Image Classification | PCAM | 117 | May 19, 2026 |
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| Few-shot Image Classification | miniImageNet (test) | 117 | Apr 28, 2026 |
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