ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet 1k (novel classes)
85.5Top-5 Acc
57
IMAGENET@1000
91.06mAP
56
ImageNet100 (test)
86.4F1-score
56
ImageNet 1k (val)
0.451ECE
56
ImageNet-1k 1.0 (val)
83.8Top-1 Accuracy
56
miniImageNet (test)
86.61Accuracy
56
mini-ImageNet K=20 (test)
80Accuracy
56
ImageNet Tiny
85.19Accuracy
55
ImageNet-1K
2.78FID
55
ImageNet Natural Distribution Shifts suite (ImageNet, ImageNet-A, ImageNet-V2, ImageNet-R, ImageNet-Sketch) (test)
74.91Top-1 Accuracy (ImageNet)
55
ImageNet 1K (test)
85.8Top-1 Accuracy
55
ImageNet-1k 1.0 (val)
79.4Top-1 Acc
55
ImageNet
11.39Top-1 Error
55
ImageNet 100
80F1 Score
54
ImageNet-C
78.3Accuracy (Brightness)
54
Tiny-ImageNet 10 tasks (20 classes per task) (test)
84.3FAA
54
Tiny-ImageNet standard (Forget)
71.2Accuracy
54
Tiny-ImageNet standard (Retain)
66.52Accuracy
54
ImageNet
3.01Speedup
54
ImageNet-1K 1.0 (val)
71.92Top-1 Accuracy
54
ImageNet Domain Generalization OOD Variants (test)
77.87ImageNet Acc
54
ImageNet
0.057LPIPS
54
ImageNet V2 1.0 (test)
79.2Top-1 Accuracy
54
Tiny ImageNet (Tiny-IN) (val)
69.81Top-1 Accuracy
54
Mini-ImageNet
83.09Top-1 Acc
53