Paper | Code | Kendall's Tau | ModelName | ReleaseDate |
---|---|---|---|---|
ETran: Energy-Based Transferability Estimation | ✓ Link | 0.562 | ETran | 2023-08-03 |
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space | ✓ Link | 0.502 | SFDA | 2022-07-07 |
LogME: Practical Assessment of Pre-trained Models for Transfer Learning | ✓ Link | 0.482 | logme | 2021-02-22 |
LEEP: A New Measure to Evaluate Transferability of Learned Representations | 0.390 | LEEP | 2020-02-27 | |
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks | ✓ Link | 0.266 | PACTran | 2022-03-10 |
Ranking Neural Checkpoints | ✓ Link | 0.228 | NLEEP | 2020-11-23 |