Robustness Benchmark
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Zero-shot Image Classification | 14 Robustness Benchmark Datasets (ImageNet, CalTech, Cars, CIFAR10, CIFAR100, DTD, EuroSAT, FGVC, Flowers, ImageNet-R, ImageNet-S, PCAM, OxfordPets, STL-10) (test) | ImageNet Accuracy80.11 | 16 | |
| Mobile UI Control | Robustness Benchmark | LR43.3 | 10 | |
| Robustness Evaluation | Robustness benchmark | Indirect PI Accuracy100 | 4 |
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