Image Classification on CIFAR-10-LT step imbalance r=0.01 (test)
85.8Accuracy (%)SimSiam, balanced
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SimSiam, balancedevaluation=linear probe, domain=ID evaluation, training_mode=balanced SSL2021.10 | 85.8 | 3.8 | 3.7 | |
| SimSiam+rwSAMevaluation=linear probe, domain=ID evaluation2021.10 | 85.6 | 3.7 | 6.6 | |
| SimSiam+SAMevaluation=linear probe, domain=ID evaluation2021.10 | 84.7 | 4.4 | 7.5 | |
| SimSiamevaluation=linear probe, domain=ID evaluation2021.10 | 84.3 | 3.5 | 8.1 |