data/params/image_classification.csv

,Model Family,# Params,Link,Size (GB),Notes,Labels,Dimension,Docker process,parameters
0,ViT,86.6 M,google/vit-base-patch16-224,0.346,1 GPU,"1,000",224,8628011,86389248
1,BEiT,,microsoft/beit-base-patch16-224-pt22k-ft22k,0.414,1 GPU,"21,841",224,8628014,85761984
2,ResNet,25.6 M,microsoft/resnet-50,0.102,1 GPU,"1,000",224,8628015,23508032
3,ViT,5.72 M,WinKawaks/vit-tiny-patch16-224,0.034,1 GPU,"1,000",224,8628016,5561472
4,ViT,86.9 M,google/vit-base-patch16-384,0.348,1 GPU,"1,000",384,8628017,86681088
5,BiT,,google/bit-50,0.102,1 GPU,"1,000",448,8628019,23500352
6,ViT,,google/vit-large-patch32-384,1.2,1 GPU,"1,000",384,8628022,306657280
7,Swin,,microsoft/swinv2-tiny-patch4-window16-256,114.0,1 GPU,"1,000",256,8628024,27578154
8,ConvNext,,facebook/convnext-tiny-224,114.0,1 GPU,"1,000",224,8628026,27820128
9,ConvNext,,facebook/convnext-large-224,791.0,1 GPU,"1,000",224,8628027,196230336
10,ConvNext,,facebook/convnext-base-384-22k-1k,354.0,1 GPU,"1,000",384,8628030,87566464
11,MobileViT,,apple/mobilevit-small,0.022,1 GPU,"1,000",256,8628031,4937632
12,ViT,88.3 M,google/vit-base-patch32-384,0.353,1 GPU,"1,000",384,8628033,88118784
13,MobileNet,,google/mobilenet_v2_1.0_224,0.014,1 GPU,"1,001",224,8628034,2223872
14,BEiT,,microsoft/beit-base-patch16-224,0.35,1 GPU,"1,000",224,8628035,85761984
15,Swin,,microsoft/swinv2-large-patch4-window12-192-22k,0.915,1 GPU,"21,841",192,8628036,195202932
16,Dino,,facebook/dinov2-base-imagenet1k-1-layer,0.352,1 GPU,1000,224,8628037,86580480
17,Swin,,microsoft/swin-base-patch4-window12-384,0.356,1 GPU,"1,000",384,8672931,86878584
18,ResNet,,microsoft/resnet-18,0.047,1 GPU,1000,224,8672934,11176512
19,SegFormer,,nvidia/mit-b5,0.328,1 GPU,1000,512,8672935,81443008
20,Swin,,microsoft/swinv2-tiny-patch4-window8-256,0.114,1 GPU,1000,256,8672936,27578154
21,Vision Perceiver,,deepmind/vision-perceiver-conv,0.195,1 GPU,1000,224,8672938,41307218
22,EfficientNet,,google/efficientnet-b7,0.267,1 GPU,1000,600,8672939,63786960