Image Classification on CIFAR100 Subset (Accuracy)
61.1AccuracyGIF-SD
Evaluation Results
| Method | Links | |
|---|---|---|
| GIF-SDBackbone=ResNet-50, Expansion Factor=5x2022.11 | 61.1 | |
| GIF-SDBackbone=ResNet-50, Expansion Ratio=5x2022.11 | 61.1 | |
| GIF-DALLEBackbone=ResNet-50, Expansion Factor=5x2022.11 | 54.5 | |
| GIF-DALLEBackbone=ResNet-50, Expansion Ratio=5x2022.11 | 54.5 | |
| SDBackbone=ResNet-50, Expansion Factor=5x2022.11 | 52.9 | |
| SDBackbone=ResNet-50, Expansion Ratio=5x2022.11 | 52.9 | |
| GIF-MAEBackbone=ResNet-50, Expansion Factor=5x2022.11 | 52.7 | |
| GIF-MAEBackbone=ResNet-50, Expansion Ratio=5x2022.11 | 52.7 | |
| DALL-E2Backbone=ResNet-50, Expansion Factor=5x2022.11 | 52.1 | |
| DALL-E2Backbone=ResNet-50, Expansion Ratio=5x2022.11 | 52.1 | |
| GridMaskBackbone=ResNet-50, Expansion Ratio=5x2022.11 | 48.2 | |
| RandAugmentBackbone=ResNet-50, Expansion Ratio=5x2022.11 | 46.7 | |
| MAEBackbone=ResNet-50, Expansion Factor=5x2022.11 | 44.3 | |
| CutoutBackbone=ResNet-50, Expansion Ratio=5x2022.11 | 44.3 | |
| MAEBackbone=ResNet-50, Expansion Ratio=5x2022.11 | 44.3 | |
| CLIPBackbone=CLIP2022.11 | 41.6 | |
| Distillation of CLIPBackbone=ResNet-502022.11 | 37.8 | |
| OriginalBackbone=ResNet-50, Expansion Factor=1x2022.11 | 35 | |
| OriginalBackbone=ResNet-50, Expansion Ratio=1x2022.11 | 35 |