model_error.json

{
    "EfficientNet-B0": {
        "top1_err": 24.92,
        "top5_err": 7.814
    },
    "EfficientNet-B1": {
        "top1_err": 24.068,
        "top5_err": 7.228
    },
    "EfficientNet-B2": {
        "top1_err": 23.518,
        "top5_err": 6.968
    },
    "EfficientNet-B3": {
        "top1_err": 22.47,
        "top5_err": 6.514
    },
    "EfficientNet-B4": {
        "top1_err": 21.374,
        "top5_err": 5.808
    },
    "EfficientNet-B5": {
        "top1_err": 21.674,
        "top5_err": 6.238
    },
    "RegNetX-1.6GF": {
        "top1_err": 23.038,
        "top5_err": 6.484
    },
    "RegNetX-12GF": {
        "top1_err": 20.288,
        "top5_err": 5.284
    },
    "RegNetX-16GF": {
        "top1_err": 19.956,
        "top5_err": 5.022
    },
    "RegNetX-200MF": {
        "top1_err": 31.088,
        "top5_err": 11.342
    },
    "RegNetX-3.2GF": {
        "top1_err": 21.736,
        "top5_err": 5.862
    },
    "RegNetX-32GF": {
        "top1_err": 19.498,
        "top5_err": 4.878
    },
    "RegNetX-4.0GF": {
        "top1_err": 21.356,
        "top5_err": 5.736
    },
    "RegNetX-400MF": {
        "top1_err": 27.382,
        "top5_err": 9.076
    },
    "RegNetX-6.4GF": {
        "top1_err": 20.844,
        "top5_err": 5.434
    },
    "RegNetX-600MF": {
        "top1_err": 25.864,
        "top5_err": 8.198
    },
    "RegNetX-8.0GF": {
        "top1_err": 20.728,
        "top5_err": 5.42
    },
    "RegNetX-800MF": {
        "top1_err": 24.846,
        "top5_err": 7.592
    },
    "RegNetY-1.6GF": {
        "top1_err": 22.066,
        "top5_err": 6.134
    },
    "RegNetY-12GF": {
        "top1_err": 19.67,
        "top5_err": 4.856
    },
    "RegNetY-16GF": {
        "top1_err": 19.608,
        "top5_err": 4.944
    },
    "RegNetY-200MF": {
        "top1_err": 29.658,
        "top5_err": 10.378
    },
    "RegNetY-3.2GF": {
        "top1_err": 21.074,
        "top5_err": 5.454
    },
    "RegNetY-32GF": {
        "top1_err": 19.066,
        "top5_err": 4.568
    },
    "RegNetY-4.0GF": {
        "top1_err": 20.64,
        "top5_err": 5.336
    },
    "RegNetY-400MF": {
        "top1_err": 25.898,
        "top5_err": 8.07
    },
    "RegNetY-6.4GF": {
        "top1_err": 20.11,
        "top5_err": 5.1
    },
    "RegNetY-600MF": {
        "top1_err": 24.54,
        "top5_err": 7.28
    },
    "RegNetY-8.0GF": {
        "top1_err": 20.052,
        "top5_err": 5.06
    },
    "RegNetY-800MF": {
        "top1_err": 23.684,
        "top5_err": 6.846
    },
    "ResNeXt-101": {
        "top1_err": 20.664,
        "top5_err": 5.392
    },
    "ResNeXt-152": {
        "top1_err": 20.386,
        "top5_err": 5.318
    },
    "ResNeXt-50": {
        "top1_err": 21.884,
        "top5_err": 6.062
    },
    "ResNet-101": {
        "top1_err": 21.414,
        "top5_err": 5.792
    },
    "ResNet-152": {
        "top1_err": 20.87,
        "top5_err": 5.44
    },
    "ResNet-50": {
        "top1_err": 23.19,
        "top5_err": 6.63
    },
    "date-created": "2020-09-04 08:38:35.880459"
}