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ResearchFormerly WizWand

15 datasets

Benchmarks

TaskDatasetSOTA resultTrendResults

Conformal Prediction

15 datasets (average)

95.7Coverage

39

Model Selection

15 datasets (average)

83.5Identification Accuracy (8% Budget)

12

Image Classification

15 datasets Average (test)

45.39Average Robust Accuracy

12

Zero-shot Image Classification

15 datasets Zero-shot (test)

44.34Robust Accuracy (PGD-20, eps=1/255)

5