Transferability On Classification Benchmark

Kendall's Tau

Results

Performance results of various models on this benchmark

		Paper Title	Repository
ETran	0.562	ETran: Energy-Based Transferability Estimation
SFDA	0.502	Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space
logme	0.482	LogME: Practical Assessment of Pre-trained Models for Transfer Learning
LEEP	0.390	LEEP: A New Measure to Evaluate Transferability of Learned Representations	-
PACTran	0.266	PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
NLEEP	0.228	Ranking Neural Checkpoints

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