TinySSL / results.json
emranabdu
Upload results.json with huggingface_hub
53d9433 verified
Raw
History Blame Contribute Delete
4.39 kB
{
"dinov2": {
"flowers102": 0.29256789721906,
"oxford_pets": 0.17143635868083948,
"eurosat": 0.8935185185185185,
"breastmnist": 0.8269230769230769
},
"students": {
"base_flowers102": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"tiny_flowers102": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"cnn_flowers102": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"base_oxford_pets": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"tiny_oxford_pets": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"cnn_oxford_pets": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"base_eurosat": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"tiny_eurosat": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"cnn_eurosat": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"base_breastmnist": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"tiny_breastmnist": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
},
"cnn_breastmnist": {
"history": {
"epoch": [],
"loss": [],
"distill": [],
"mim": []
}
}
},
"baselines": {
"resnet18_flowers102": {
"best_acc": 0.2099528378598146
},
"vit_tiny_flowers102": {
"best_acc": 0.20962758172060497
},
"mobilenetv3_flowers102": {
"best_acc": 0.06553911205073996
},
"resnet18_oxford_pets": {
"best_acc": 0.29408558190242573
},
"vit_tiny_oxford_pets": {
"best_acc": 0.17252657399836469
},
"mobilenetv3_oxford_pets": {
"best_acc": 0.16135186699373127
},
"resnet18_eurosat": {
"best_acc": 0.9801851851851852
},
"vit_tiny_eurosat": {
"best_acc": 0.9724074074074074
},
"mobilenetv3_eurosat": {
"best_acc": 0.9312962962962963
},
"resnet18_breastmnist": {
"best_acc": 0.8525641025641025
},
"vit_tiny_breastmnist": {
"best_acc": 0.7692307692307693
},
"mobilenetv3_breastmnist": {
"best_acc": 0.8141025641025641
}
},
"eval": {
"base_flowers102": {
"linear_probe": 0.42201984062449177,
"knn": 0.21027809399902422,
"params": 2.181632
},
"tiny_flowers102": {
"linear_probe": 0.30655391120507397,
"knn": 0.1969425922914295,
"params": 0.285056
},
"cnn_flowers102": {
"linear_probe": 0.22117417466254677,
"knn": 0.1367702065376484,
"params": 0.455168
},
"base_oxford_pets": {
"linear_probe": 0.3088034886890161,
"knn": 0.19760152630144454,
"params": 2.181632
},
"tiny_oxford_pets": {
"linear_probe": 0.18097574270918507,
"knn": 0.14009266830198963,
"params": 0.285056
},
"cnn_oxford_pets": {
"linear_probe": 0.2346688470973017,
"knn": 0.1561733442354865,
"params": 0.455168
},
"base_eurosat": {
"linear_probe": 0.8111111111111111,
"knn": 0.7203703703703703,
"params": 2.181632
},
"tiny_eurosat": {
"linear_probe": 0.8068518518518518,
"knn": 0.747037037037037,
"params": 0.285056
},
"cnn_eurosat": {
"linear_probe": 0.8111111111111111,
"knn": 0.7825925925925926,
"params": 0.455168
},
"base_breastmnist": {
"linear_probe": 0.8076923076923077,
"knn": 0.7884615384615384,
"params": 2.181632
},
"tiny_breastmnist": {
"linear_probe": 0.8141025641025641,
"knn": 0.7884615384615384,
"params": 0.285056
},
"cnn_breastmnist": {
"linear_probe": 0.7692307692307693,
"knn": 0.7756410256410257,
"params": 0.455168
}
}
}