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Style Classification on AVA-Style (test)

71.8mAPSal-RGB
27.639.07550.5562.025Mar 24, 2023

Evaluation results

MethodLinks
Sal-RGBLearning Protocol=Supervised2023.0371.8
VILA-PLearning Protocol=Zero-shot, Prompting Strategy=ensemble prompts2023.0369
MNetLearning Protocol=Supervised2023.0365.5
Lu et al.Learning Protocol=Supervised2023.0364.1
VILA-PLearning Protocol=Zero-shot, Prompting Strategy=single prompt2023.0362.3
Karayev et al.Learning Protocol=Supervised2023.0358.1
Murray et al.Learning Protocol=Supervised2023.0353.9
General PretrainingLearning Protocol=Zero-shot, Prompting Strategy=ensemble prompts2023.0332.6
General PretrainingLearning Protocol=Zero-shot, Prompting Strategy=single prompt2023.0329.3