Models: - Name: resnet34 Results: - Dataset: ImageNet-1k Metrics: Top 1 Accuracy: 73.85 Top 5 Accuracy: 91.53 Weights: https://download.openmmlab.com/mmclassification/v0/resnet/resnet34_batch256_imagenet_20200708-32ffb4f7.pth Config: configs/resnet/resnet34_8xb32_in1k.py Gpus: 8 - Name: vgg11bn Results: - Dataset: ImageNet-1k Metrics: Top 1 Accuracy: 70.75 Top 5 Accuracy: 90.12 Weights: https://download.openmmlab.com/mmclassification/v0/vgg/vgg11_bn_batch256_imagenet_20210207-f244902c.pth Config: configs/vgg/vgg11bn_8xb32_in1k.py Gpus: 8 - Name: seresnet50 Results: - Dataset: ImageNet-1k Metrics: Top 1 Accuracy: 77.74 Top 5 Accuracy: 93.84 Weights: https://download.openmmlab.com/mmclassification/v0/se-resnet/se-resnet50_batch256_imagenet_20200804-ae206104.pth Config: configs/seresnet/seresnet50_8xb32_in1k.py Gpus: 8 - Name: resnext50 Results: - Dataset: ImageNet-1k Metrics: Top 1 Accuracy: 77.92 Top 5 Accuracy: 93.74 Weights: https://download.openmmlab.com/mmclassification/v0/resnext/resnext50_32x4d_batch256_imagenet_20200708-c07adbb7.pth Config: configs/resnext/resnext50-32x4d_8xb32_in1k.py Gpus: 8 - Name: mobilenet Results: - Dataset: ImageNet-1k Metrics: Top 1 Accuracy: 71.86 Top 5 Accuracy: 90.42 Weights: https://download.openmmlab.com/mmclassification/v0/mobilenet_v2/mobilenet_v2_batch256_imagenet_20200708-3b2dc3af.pth Config: configs/mobilenet_v2/mobilenet-v2_8xb32_in1k.py Gpus: 8 Months: - 1 - 4 - 7 - 10 - Name: shufflenet_v1 Results: - Dataset: ImageNet-1k Metrics: Top 1 Accuracy: 68.13 Top 5 Accuracy: 87.81 Weights: https://download.openmmlab.com/mmclassification/v0/shufflenet_v1/shufflenet_v1_batch1024_imagenet_20200804-5d6cec73.pth Config: configs/shufflenet_v1/shufflenet-v1-1x_16xb64_in1k.py Gpus: 16 Months: - 2 - 5 - 8 - 11 - Name: swin_tiny Results: - Dataset: ImageNet Metrics: Top 1 Accuracy: 81.18 Top 5 Accuracy: 95.61 Weights: https://download.openmmlab.com/mmclassification/v0/swin-transformer/swin_tiny_224_b16x64_300e_imagenet_20210616_090925-66df6be6.pth Config: configs/swin_transformer/swin-tiny_16xb64_in1k.py Gpus: 16 Months: - 3 - 6 - 9 - 12