Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?
CoRR(2025)
Key words
Similar Datasets,Machine Learning,Model Performance,Validation Set,Computer Vision,Self-supervised Learning,Field Of Computer Vision,Field Of Machine Learning,Variant Dataset,Neural Network,Model Selection,Deep Neural Network,Geometric Mean,Super-resolution,Number Of Images,Transfer Learning,Individual Datasets,Change In Accuracy,Reduction In Accuracy,Unique Traits,Adversarial Examples,Top-1 Accuracy,Accuracy Drop,Real Label,Self-supervised Training,Training Routines,Self-supervised Learning Methods
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