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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) | 29 | Mar 24, 2026 | ||
| Image Classification | CIFAR-100-LT gamma=50 (test) | 29 | May 29, 2026 | ||
| Image Classification | ImageNet V2 1.0 (val) | 29 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Step-Imbalance | 29 | Apr 27, 2026 | ||
| Image Classification | Bird | 29 | Feb 26, 2026 | ||
| Image Classification |
| Imbalanced CIFAR-10 long-tailed, ratio 10 (test) |
| 29 |
| Feb 26, 2026 |
| Image Classification | ImageNet Long-Tailed (test) | 29 | Feb 26, 2026 |
|---|
| Multi-label Image Classification | NUS-WIDE 81 concept labels (test) | 29 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 Clean standard (test) | 28 | Jul 7, 2026 |
|---|
| Selective Image Classification | CIFAR-10 standard (test) | 28 | Jul 7, 2026 |
|---|
| Image Classification | CIFAR-10-C standard (test) | 28 | Jul 7, 2026 |
|---|
| Image Classification | CIFAR-10 standard (test) | 28 | Jul 7, 2026 |
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| Image Classification | CIFAR-10 Corruption v1 | 28 | Jul 7, 2026 |
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| Image Classification | UCF101 | 28 | Jul 1, 2026 |
|---|
| Image Classification | OfficeHome RealWorld | 28 | Jun 23, 2026 |
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| Image Classification | OfficeHome Clipart domain | 28 | Jun 23, 2026 |
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| Image Classification | OfficeHome Art domain | 28 | Jun 23, 2026 |
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| Image Classification | Pets | 28 | Jun 12, 2026 |
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| Image Classification | RSICB256 (test) | 28 | Jun 9, 2026 |
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| Image Classification | RSICB128 (test) | 28 | Jun 9, 2026 |
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| Image Classification | RSC11 (test) | 28 | Jun 9, 2026 |
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| Image Classification | PatternNet (test) | 28 | Jun 9, 2026 |
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| Image Classification | OPTIMAL31 (test) | 28 | Jun 9, 2026 |
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| Image Classification | MLRSNet (test) | 28 | Jun 9, 2026 |
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| Image Classification | SynDigits-LT (gamma=200) | 28 | Jun 4, 2026 |
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