Fine-grained Visual Classification on CompCars exterior car parts (test)
76.2AccuracySaSPA
Evaluation Results
| Method | Links | |
|---|---|---|
| SaSPAType=Ours, Backbone=ResNet-50, Diffusion Model=BLIP-diffusion2024.06 | 76.2 | |
| SaSPA w/o BLIP-diffusionType=Ours, Backbone=ResNet-50, Diffusion Model=Stable Diffusion v1.52024.06 | 74.8 | |
| Real GuidanceType=Generative, Backbone=ResNet-502024.06 | 73.1 | |
| ALIAType=Generative, Backbone=ResNet-502024.06 | 72.9 | |
| RandAug + CutMixType=Traditional, Backbone=ResNet-502024.06 | 72.6 | |
| RandAugType=Traditional, Backbone=ResNet-502024.06 | 72.5 | |
| CAL-AugType=Traditional, Backbone=ResNet-502024.06 | 70.5 | |
| CAL-Aug + CutMixType=Traditional, Backbone=ResNet-502024.06 | 70.2 | |
| No AugType=Traditional, Backbone=ResNet-502024.06 | 67 | |
| CutMixType=Traditional, Backbone=ResNet-502024.06 | 66.9 |