Image Classification on CIFAR-10 (test) (Accuracy and Calibration Evaluation)
88.42AccuracySocrates
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SocratesBackbone=VGG-16, Training Protocol=standard, Epochs=3002026.04 | 88.42 | 4.39 | 6.03 | 1.31 | |
| FocalBackbone=VGG-16, Training Protocol=standard, Epochs=3002026.04 | 88.31 | 6.27 | 6.32 | 1.41 | |
| SATBackbone=VGG-16, Training Protocol=standard, Epochs=3002026.04 | 88.29 | 9 | 9.03 | 1.34 | |
| FLSDBackbone=VGG-16, Training Protocol=standard, Epochs=3002026.04 | 88.16 | 6.29 | 6.38 | 1.42 | |
| CCL-SCBackbone=VGG-16, Training Protocol=standard, Epochs=3002026.04 | 87.92 | 9.57 | 9.5 | 1.55 | |
| BrierBackbone=VGG-16, Training Protocol=standard, Epochs=3002026.04 | 87.67 | 7.21 | 7.23 | 1.5 | |
| MCBackbone=VGG-16, Training Protocol=standard, Epochs=3002026.04 | 87.53 | 9.34 | 9.34 | 1.49 |