SOTAVerified

Transferability

Papers

Showing 16 of 6 papers

TitleStatusHype
LogME: Practical Assessment of Pre-trained Models for Transfer LearningCode1
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher SpaceCode1
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification TasksCode1
LEEP: A New Measure to Evaluate Transferability of Learned Representations0
ETran: Energy-Based Transferability EstimationCode0
Ranking Neural CheckpointsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ETranKendall's Tau0.56Unverified
2SFDAKendall's Tau0.5Unverified
3logmeKendall's Tau0.48Unverified
4LEEPKendall's Tau0.39Unverified
5PACTranKendall's Tau0.27Unverified
6NLEEPKendall's Tau0.23Unverified