Metric: Kendall's Tau (higher is better)
| # | Model↕ | Kendall's Tau▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ETran | 0.562 | No | ETran: Energy-Based Transferability Estimation | 2023-08-03 | Code |
| 2 | SFDA | 0.502 | No | Not All Models Are Equal: Predicting Model Trans... | 2022-07-07 | Code |
| 3 | logme | 0.482 | No | LogME: Practical Assessment of Pre-trained Model... | 2021-02-22 | Code |
| 4 | LEEP | 0.39 | No | LEEP: A New Measure to Evaluate Transferability ... | 2020-02-27 | - |
| 5 | PACTran | 0.266 | No | PACTran: PAC-Bayesian Metrics for Estimating the... | 2022-03-10 | Code |
| 6 | NLEEP | 0.228 | No | Ranking Neural Checkpoints | 2020-11-23 | Code |