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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-100 Pathological | 35 | Jul 9, 2026 | ||
| Image Classification | CIFAR100 | 35 | Apr 24, 2026 | ||
| Image Classification | ImageNet-C blind-spot subset level 5 | 35 | Mar 11, 2026 | ||
| Few-shot Image Classification | miniImageNet Open-Ended 2-Way | 35 | Feb 27, 2026 | ||
| Image Classification | MNIST (test) |
| 35 |
| Feb 27, 2026 |
| Image Classification | Tiny-ImageNet (train) | 35 | Apr 24, 2026 |
|---|
| Image Classification | Vision Datasets 20 tasks 1.0 (test) | 35 | May 29, 2026 |
|---|
| Image Classification | PET | 35 | Apr 24, 2026 |
|---|
| Image Classification | CIFAR-100 0.35% BER (test) | 35 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 0.5% BER (test) | 35 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 1% BER (test) | 35 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 0.5% BER (test) | 35 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 1% BER (test) | 35 | Feb 26, 2026 |
|---|
| Medical Image Classification | OrgancMnist MedMnist (test) | 35 | Feb 26, 2026 |
|---|
| Medical Image Classification | APTOS 2019 (test) | 35 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 standard (test) | 35 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-1K (val) | 35 | Feb 26, 2026 |
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| Image Classification | ImageNet (test) | 35 | Mar 12, 2026 |
|---|
| Image Classification | ImageNet-1K V2 (val) | 35 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 (IF=50) long-tail (test) | 35 | Jun 2, 2026 |
|---|
| Image Classification | ImageNet-1K V1 | 35 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 Corrupted | 35 | Jun 23, 2026 |
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| Image Classification Calibration | ImageNet 16H 1.0 (test) | 35 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR100 LT-100 1.0 (test) | 35 | Feb 26, 2026 |
|---|
| Image Classification | Office-Caltech (test) | 35 | Feb 26, 2026 |
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