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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 | 24 | May 25, 2026 | ||
| Image Classification | HAM10000 (test) | 24 | May 19, 2026 | ||
| Image Classification | CLIP 20-task suite | 24 | May 19, 2026 | ||
| Image Classification | CLIP 14-task suite | 24 | May 19, 2026 | ||
| Fine-grained Image Classification | Flower102 | 24 | Jun 8, 2026 | ||
| Image Classification |
| TinyImageNet (test val) |
| 24 |
| May 15, 2026 |
| Image Classification | UC Merced | 24 | Jun 12, 2026 |
|---|
| Image Classification | ISIC (test) | 24 | May 19, 2026 |
|---|
| Medical Image Classification | Harvard-FairVLMed Linear Probing (test) | 24 | May 7, 2026 |
|---|
| Image Classification | ImageNet Subset (From Half) LT (test) | 24 | May 6, 2026 |
|---|
| Image Classification | CIFAR-100 From Half LT (test) | 24 | May 6, 2026 |
|---|
| Adversarial Image Classification | CIFAR-100 | 24 | Apr 28, 2026 |
|---|
| Image Classification | ImageNet 1K | 24 | Apr 28, 2026 |
|---|
| Image Classification | Corrupted (test) | 24 | Apr 28, 2026 |
|---|
| Image Classification | CIFAR10 (test) | 24 | Apr 28, 2026 |
|---|
| Image Classification | MNIST (test) | 24 | Apr 28, 2026 |
|---|
| Hyperspectral Image Classification | HSI-Benchmark (test) | 24 | Apr 20, 2026 |
|---|
| Pathological Image Classification | CRC | 24 | Apr 20, 2026 |
|---|
| Pathological Image Classification | MHIST | 24 | Apr 20, 2026 |
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| Pathological Image Classification | CAM16 | 24 | Apr 20, 2026 |
|---|
| Image Classification | VTAB+ 1.0 (test) | 24 | Apr 15, 2026 |
|---|
| Image Classification | ImageNet-1K 1.0 (test) | 24 | Apr 15, 2026 |
|---|
| Image Classification | Office-Home v1 (target set) | 24 | Apr 14, 2026 |
|---|
| Image Classification | CIFAR-100N ResNet-18 (test) | 24 | Apr 9, 2026 |
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| Hyperspectral Image Classification | QUH-Tangdaowan (TD) | 24 | Jun 1, 2026 |
|---|