Image Classification on ImageNet-1K (test val) (ECE Calibration)
0.0263ECEBSCE-GRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BSCE-GRALoss=BSCE-GRA, Backbone=ResNet-50, Pre-training=Pre-trained on IN-1K, Epochs=90, Optimizer=Adam, Learning Rate Scheduler=Cosine Learning Rate Scheduler2025.03 | 0.0263 | 0.0161 | |
| Focal Loss (FL)Loss=Focal Loss (FL), Backbone=ResNet-50, Pre-training=Pre-trained on IN-1K, Epochs=90, Optimizer=Adam, Learning Rate Scheduler=Cosine Learning Rate Scheduler2025.03 | 0.0328 | 0.0251 | |
| Cross Entropy (CE)Loss=Cross Entropy (CE), Backbone=ResNet-50, Pre-training=Pre-trained on IN-1K, Epochs=90, Optimizer=Adam, Learning Rate Scheduler=Cosine Learning Rate Scheduler2025.03 | 0.0369 | 0.0226 |