ML Research Wiki / Benchmarks / Image Classification / Oxford-IIIT Pets

Oxford-IIIT Pets

Image Classification Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 CeiT-S (384 finetune resolution) Incorporating Convolution Designs into Visual Transformers 94.90 2021-03-22 📦 rishikksh20/CeiT-pytorch 📦 coeusguo/ceit 📦 mindspore-courses/External-Attention-MindSpore
2 CvT-W24 CvT: Introducing Convolutions to Vision Transformers 94.73 2021-03-29 📦 huggingface/transformers 📦 BR-IDL/PaddleViT 📦 microsoft/CvT
3 CeiT-S Incorporating Convolution Designs into Visual Transformers 94.60 2021-03-22 📦 rishikksh20/CeiT-pytorch 📦 coeusguo/ceit 📦 mindspore-courses/External-Attention-MindSpore
4 CeiT-T (384 finetune resolution) Incorporating Convolution Designs into Visual Transformers 94.50 2021-03-22 📦 rishikksh20/CeiT-pytorch 📦 coeusguo/ceit 📦 mindspore-courses/External-Attention-MindSpore
5 CeiT-T Incorporating Convolution Designs into Visual Transformers 93.80 2021-03-22 📦 rishikksh20/CeiT-pytorch 📦 coeusguo/ceit 📦 mindspore-courses/External-Attention-MindSpore
6 Diffusion Classifier (zero-shot) Your Diffusion Model is Secretly a Zero-Shot Classifier 87.30 2023-03-28 📦 diffusion-classifier/diffusion-classifier 📦 SamsungSAILMontreal/ForestDiffusion 📦 tajamul21/fate 📦 LiYinqi/DIVE

All Papers (6)

rishikksh20/CeiT-pytorch coeusguo/ceit mindspore-courses/External-Attention-MindSpore
huggingface/transformers BR-IDL/PaddleViT
rishikksh20/CeiT-pytorch coeusguo/ceit mindspore-courses/External-Attention-MindSpore
rishikksh20/CeiT-pytorch coeusguo/ceit mindspore-courses/External-Attention-MindSpore
rishikksh20/CeiT-pytorch coeusguo/ceit mindspore-courses/External-Attention-MindSpore

Your Diffusion Model is Secretly a Zero-Shot Classifier

2023
Diffusion Classifier (zero-shot)
diffusion-classifier/diffusion-classifier SamsungSAILMontreal/ForestDiffusion