Transferability Estimation on NeuCRaB N/K = 2
0.202Transferability (100+ classes)LEEP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LEEP2022.03 | 0.202 | 0.005 | 0.041 | 0.083 | |
| LINEAR2022.03 | 0.231 | 0.072 | 0.114 | 0.139 | |
| LogME2022.03 | 0.308 | 0.067 | 0.071 | 0.149 | |
| H-score2022.03 | 0.413 | 0.106 | 0.185 | 0.235 | |
| N-LEEP2022.03 | 0.723 | 0.401 | 0.077 | 0.401 | |
| LINEAR-VALID2022.03 | 0.75 | 0.309 | 0.063 | 0.374 | |
| PACTran-Dirichletnormalization=true2022.03 | 0.76 | 0.327 | 0.099 | 0.395 | |
| PACTran-Gammanormalization=true2022.03 | 0.763 | 0.333 | 0.108 | 0.401 | |
| PACTran-Gaussianhyperparameter_selection=fixed2022.03 | 0.77 | 0.683 | 0.509 | 0.654 | |
| PACTran-Gaussianhyperparameter_selection=grid search2022.03 | 0.868 | 0.664 | 0.509 | 0.68 |