Your Diffusion Model is Secretly a Zero-Shot Classifier

Open paper
Benchmark Model Rank Results
image-classification-on-oxford-iiit-pets-1Diffusion Classifier (zero-shot)#6Per-Class Accuracy: 87.3
image-classification-on-stl-10Diffusion Classifier (zero-shot)#11Percentage correct: 95.4
zero-shot-transfer-image-classification-on-food-101Diffusion Classifier (zero-shot)#11Top 1 Accuracy: 77.7
zero-shot-transfer-image-classification-on-imagenetDiffusion Classifier (zero-shot)#16Accuracy (Private): 61.4
domain-generalization-on-imagenet-aDiffusion Classifier#26Top-1 accuracy %: 30.2
visual-reasoning-on-winogroundDiffusion Classifier (zero-shot)#39Text Score: 34.00
fine-grained-image-classification-on-fgvc-aircraftDiffusion Classifier (zero-shot)#45Accuracy: 26.4
image-classification-on-flowers-102Diffusion Classifier (zero-shot)#61Per-Class Accuracy: 66.3
image-classification-on-cifar-10Diffusion Classifier (zero-shot)#241Percentage correct: 88.5
image-classification-on-imagenetDiffusion Classifier#821Top 1 Accuracy: 79.1%

Rank counts only results with a code link.