matthieulel/vision-foundation-models-benchmark-runs
Updated • 175
Vision Foundation Models Benchmark
40 vision backbones fine-tuned on Galaxy10 DECaLS (full and head-only), 3 seeds, 80/10/10 split. Revised protocol (2026).
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matthieulel/beit-base-patch16-224-galaxy10-decals-full-v2
Image Classification • 85.8M • Updated • 19 -
matthieulel/beit-base-patch16-224-galaxy10-decals-head-v2
Image Classification • 85.8M • Updated • 19 -
matthieulel/beit-base-patch16-224-pt22k-galaxy10-decals-full-v2
Image Classification • 85.7M • Updated • 22 -
matthieulel/beit-base-patch16-224-pt22k-galaxy10-decals-head-v2
Image Classification • 85.7M • Updated • 21 -
matthieulel/beit-large-patch16-224-pt22k-galaxy10-decals-full-v2
Image Classification • 0.3B • Updated • 22 -
matthieulel/beit-large-patch16-224-pt22k-galaxy10-decals-head-v2
Image Classification • 0.3B • Updated • 24 -
matthieulel/convnextv2-atto-1k-224-galaxy10-decals-full-v2
Image Classification • 3.39M • Updated • 24 -
matthieulel/convnextv2-atto-1k-224-galaxy10-decals-head-v2
Image Classification • 3.39M • Updated • 24 -
matthieulel/convnextv2-femto-1k-224-galaxy10-decals-full-v2
Image Classification • 4.85M • Updated • 25 -
matthieulel/convnextv2-femto-1k-224-galaxy10-decals-head-v2
Image Classification • 4.85M • Updated • 25 -
matthieulel/convnextv2-large-1k-224-galaxy10-decals-full-v2
Image Classification • 0.2B • Updated • 25 -
matthieulel/convnextv2-large-1k-224-galaxy10-decals-head-v2
Image Classification • 0.2B • Updated • 23 -
matthieulel/convnextv2-nano-1k-224-galaxy10-decals-full-v2
Image Classification • 15M • Updated • 25 -
matthieulel/convnextv2-nano-1k-224-galaxy10-decals-head-v2
Image Classification • 15M • Updated • 22 -
matthieulel/convnextv2-nano-22k-224-galaxy10-decals-full-v2
Image Classification • 15M • Updated • 22 -
matthieulel/convnextv2-nano-22k-224-galaxy10-decals-head-v2
Image Classification • 15M • Updated • 23 -
matthieulel/convnextv2-nano-22k-384-galaxy10-decals-full-v2
Image Classification • 15M • Updated • 23 -
matthieulel/convnextv2-nano-22k-384-galaxy10-decals-head-v2
Image Classification • 15M • Updated • 24 -
matthieulel/convnextv2-pico-1k-224-galaxy10-decals-full-v2
Image Classification • 8.56M • Updated • 21 -
matthieulel/convnextv2-pico-1k-224-galaxy10-decals-head-v2
Image Classification • 8.56M • Updated • 23 -
matthieulel/convnextv2-tiny-1k-224-galaxy10-decals-full-v2
Image Classification • 27.9M • Updated • 27 -
matthieulel/convnextv2-tiny-1k-224-galaxy10-decals-head-v2
Image Classification • 27.9M • Updated • 25 -
matthieulel/convnextv2-tiny-22k-224-galaxy10-decals-full-v2
Image Classification • 27.9M • Updated • 24 -
matthieulel/convnextv2-tiny-22k-224-galaxy10-decals-head-v2
Image Classification • 27.9M • Updated • 22 -
matthieulel/convnextv2-tiny-22k-384-galaxy10-decals-full-v2
Image Classification • 27.9M • Updated • 30 -
matthieulel/convnextv2-tiny-22k-384-galaxy10-decals-head-v2
Image Classification • 27.9M • Updated • 28 -
matthieulel/dinov2-base-galaxy10-decals-full-v2
Image Classification • 86.6M • Updated • 25 -
matthieulel/dinov2-base-galaxy10-decals-head-v2
Image Classification • 86.6M • Updated • 23 -
matthieulel/dinov2-base-imagenet1k-1-layer-galaxy10-decals-full-v2
Image Classification • 86.6M • Updated • 26 -
matthieulel/dinov2-base-imagenet1k-1-layer-galaxy10-decals-head-v2
Image Classification • 86.6M • Updated • 26 -
matthieulel/dinov2-large-galaxy10-decals-full-v2
Image Classification • 0.3B • Updated • 22 -
matthieulel/dinov2-large-galaxy10-decals-head-v2
Image Classification • 0.3B • Updated • 23 -
matthieulel/dinov2-small-galaxy10-decals-full-v2
Image Classification • 22.1M • Updated • 24 -
matthieulel/dinov2-small-galaxy10-decals-head-v2
Image Classification • 22.1M • Updated • 25 -
matthieulel/dinov2-small-imagenet1k-1-layer-galaxy10-decals-full-v2
Image Classification • 22.1M • Updated • 25 -
matthieulel/dinov2-small-imagenet1k-1-layer-galaxy10-decals-head-v2
Image Classification • 22.1M • Updated • 23 -
matthieulel/efficientnet_b7-galaxy10-decals-full-v2
Image Classification • 64.1M • Updated • 31 -
matthieulel/efficientnet_b7-galaxy10-decals-head-v2
Image Classification • 64.1M • Updated • 24 -
matthieulel/resnet101-galaxy10-decals-full-v2
Image Classification • 42.6M • Updated • 25 -
matthieulel/resnet101-galaxy10-decals-head-v2
Image Classification • 42.6M • Updated • 25 -
matthieulel/swinv2-base-patch4-window12to16-192to256-22kto1k-ft-galaxy10-decals-full-v2
Image Classification • 86.9M • Updated • 21 -
matthieulel/swinv2-base-patch4-window12to16-192to256-22kto1k-ft-galaxy10-decals-head-v2
Image Classification • 86.9M • Updated • 27 -
matthieulel/swinv2-base-patch4-window16-256-galaxy10-decals-full-v2
Image Classification • 86.9M • Updated • 23 -
matthieulel/swinv2-base-patch4-window16-256-galaxy10-decals-head-v2
Image Classification • 86.9M • Updated • 23 -
matthieulel/swinv2-base-patch4-window8-256-galaxy10-decals-full-v2
Image Classification • 86.9M • Updated • 21 -
matthieulel/swinv2-base-patch4-window8-256-galaxy10-decals-head-v2
Image Classification • 86.9M • Updated • 22 -
matthieulel/swinv2-large-patch4-window12-192-22k-galaxy10-decals-full-v2
Image Classification • 0.2B • Updated • 19 -
matthieulel/swinv2-large-patch4-window12-192-22k-galaxy10-decals-head-v2
Image Classification • 0.2B • Updated • 21 -
matthieulel/swinv2-large-patch4-window12to16-192to256-22kto1k-ft-galaxy10-decals-full-v2
Image Classification • 0.2B • Updated • 18 -
matthieulel/swinv2-large-patch4-window12to16-192to256-22kto1k-ft-galaxy10-decals-head-v2
Image Classification • 0.2B • Updated • 22 -
matthieulel/swinv2-small-patch4-window16-256-galaxy10-decals-full-v2
Image Classification • 49M • Updated • 21 -
matthieulel/swinv2-small-patch4-window16-256-galaxy10-decals-head-v2
Image Classification • 49M • Updated • 20 -
matthieulel/swinv2-small-patch4-window8-256-galaxy10-decals-full-v2
Image Classification • 49M • Updated • 22 -
matthieulel/swinv2-small-patch4-window8-256-galaxy10-decals-head-v2
Image Classification • 49M • Updated • 23 -
matthieulel/swinv2-tiny-patch4-window16-256-galaxy10-decals-full-v2
Image Classification • 27.6M • Updated • 22 -
matthieulel/swinv2-tiny-patch4-window16-256-galaxy10-decals-head-v2
Image Classification • 27.6M • Updated • 23 -
matthieulel/swinv2-tiny-patch4-window8-256-galaxy10-decals-full-v2
Image Classification • 27.6M • Updated • 21 -
matthieulel/swinv2-tiny-patch4-window8-256-galaxy10-decals-head-v2
Image Classification • 27.6M • Updated • 22 -
matthieulel/vgg16-galaxy10-decals-full-v2
Image Classification • 0.1B • Updated • 21 -
matthieulel/vgg16-galaxy10-decals-head-v2
Image Classification • 0.1B • Updated • 23 -
matthieulel/vit-base-patch16-224-galaxy10-decals-full-v2
Image Classification • 85.8M • Updated • 21 -
matthieulel/vit-base-patch16-224-galaxy10-decals-head-v2
Image Classification • 85.8M • Updated • 21 -
matthieulel/vit-base-patch16-224-in21k-galaxy10-decals-full-v2
Image Classification • 85.8M • Updated • 22 -
matthieulel/vit-base-patch16-224-in21k-galaxy10-decals-head-v2
Image Classification • 85.8M • Updated • 23 -
matthieulel/vit-base-patch16-384-galaxy10-decals-full-v2
Image Classification • 86.1M • Updated • 21 -
matthieulel/vit-base-patch16-384-galaxy10-decals-head-v2
Image Classification • 86.1M • Updated • 21 -
matthieulel/vit-base-patch32-224-in21k-galaxy10-decals-full-v2
Image Classification • 87.5M • Updated • 20 -
matthieulel/vit-base-patch32-224-in21k-galaxy10-decals-head-v2
Image Classification • 87.5M • Updated • 20 -
matthieulel/vit-base-patch32-384-galaxy10-decals-full-v2
Image Classification • 87.5M • Updated • 20 -
matthieulel/vit-base-patch32-384-galaxy10-decals-head-v2
Image Classification • 87.5M • Updated • 18 -
matthieulel/vit-huge-patch14-224-in21k-galaxy10-decals-full-v2
Image Classification • 0.6B • Updated • 18 -
matthieulel/vit-huge-patch14-224-in21k-galaxy10-decals-head-v2
Image Classification • 0.6B • Updated • 18 -
matthieulel/vit-large-patch16-224-galaxy10-decals-full-v2
Image Classification • 0.3B • Updated • 18 -
matthieulel/vit-large-patch16-224-galaxy10-decals-head-v2
Image Classification • 0.3B • Updated • 18 -
matthieulel/vit-large-patch16-224-in21k-galaxy10-decals-full-v2
Image Classification • 0.3B • Updated • 21 -
matthieulel/vit-large-patch16-224-in21k-galaxy10-decals-head-v2
Image Classification • 0.3B • Updated • 19 -
matthieulel/vit-large-patch32-224-in21k-galaxy10-decals-full-v2
Image Classification • 0.3B • Updated • 23 -
matthieulel/vit-large-patch32-224-in21k-galaxy10-decals-head-v2
Image Classification • 0.3B • Updated • 21 -
matthieulel/vit-large-patch32-384-galaxy10-decals-full-v2
Image Classification • 0.3B • Updated • 21 -
matthieulel/vit-large-patch32-384-galaxy10-decals-head-v2
Image Classification • 0.3B • Updated • 18