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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 | FGVC (test) | 25 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 24 | Jul 8, 2026 | ||
| Image Classification | IN-100 | 24 | Jul 3, 2026 | ||
| Image Classification | PAINT | 24 | Jul 3, 2026 | ||
| Image Classification | Disentangling | 24 | Jul 3, 2026 | ||
| Image Classification | RTA-100 |
| 24 |
| Jul 3, 2026 |
| Image Classification | Flower102 | 24 | Jul 1, 2026 |
|---|
| Incremental Image Classification | ImageNet-100 from scratch (test) | 24 | Jun 25, 2026 |
|---|
| Image Classification | Continual Learning Task Stream S | 24 | Jun 23, 2026 |
|---|
| Image Classification | CIFAR100 10-split | 24 | Jun 23, 2026 |
|---|
| Image Classification | CIFAR-10 | 24 | Jun 19, 2026 |
|---|
| Image Classification Defense | Tiny-ImageNet | 24 | Jun 19, 2026 |
|---|
| Whole Slide Image Classification | BCNB | 24 | Jun 16, 2026 |
|---|
| Whole Slide Image Classification | In-house | 24 | Jun 16, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 24 | Jun 15, 2026 |
|---|
| Image Classification | CIFAR-10 (2-way sharded split) | 24 | May 29, 2026 |
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| Image Classification | CIFAR-100 | 24 | May 29, 2026 |
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| Image Classification | CIFAR-10 (test) | 24 | May 27, 2026 |
|---|
| 5-way Few-Shot Image Classification | BSCD-FSL ISIC2018, EuroSAT, CropDiseases, ChestX | 24 | May 26, 2026 |
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| Image Classification | CIFAR10 (test) | 24 | May 26, 2026 |
|---|
| Image Classification | CIFAR100 (test) | 24 | May 26, 2026 |
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| Image Classification | CIFAR-10 | 24 | May 26, 2026 |
|---|
| Image Classification | ImageNet V2 | 24 | May 26, 2026 |
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| Image Classification | ImageNet | 24 | May 26, 2026 |
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| Image Classification | CIFAR-100 | 24 | May 26, 2026 |
|---|