Efficient Test-Time Adaptation of Vision-Language Models

Benchmark Model Rank Results
test-time-adaptation-on-caltech-101TDA (ViT-B/16)#1Accuracy: 94.24
test-time-adaptation-on-dtdTDA (ViT-B/16)#1Accuracy: 47.4
test-time-adaptation-on-imagenet-sketchTDA (ViT-B/16)#1Accuracy: 50.54
test-time-adaptation-on-stanford-carsTDA (ViT-B/16)#1Accuracy: 67.28
test-time-adaptation-on-sun397TDA (ViT-B/16)#1Accuracy: 67.62
test-time-adaptation-on-eurosatTDA (ViT-B/16)#2Accuracy: 58.0
test-time-adaptation-on-fgvc-aircraftTDA (ViT-B/16)#2Accuracy: 23.91