OpenCodePapers

transferability-on-classification-benchmark

Transferability
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PaperCodeKendall's TauModelNameReleaseDate
ETran: Energy-Based Transferability Estimation✓ Link0.562ETran2023-08-03
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space✓ Link0.502SFDA2022-07-07
LogME: Practical Assessment of Pre-trained Models for Transfer Learning✓ Link0.482logme2021-02-22
LEEP: A New Measure to Evaluate Transferability of Learned Representations0.390LEEP2020-02-27
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks✓ Link0.266PACTran2022-03-10
Ranking Neural Checkpoints✓ Link0.228NLEEP2020-11-23