ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet RN-50 Source 1k (val)
6.8ViT Performance Score
10
ImageNet
34.2VGG-16 Robust Accuracy
10
ImageNet 1K (test)
72.77Accuracy
10
ImageNet-C
50.9Avg Error Rate
10
ImageNet Meta-Dataset (test)
60.7Mean Accuracy
10
ImageNet linear probe V2 1.0
75.1Top-1 Accuracy
10
ImageNet Real linear probe 1.0
89.4Top-1 Accuracy
10
ImageNet WILDS
282.46AURC
10
ImageNet 50k generated samples (test)
743.2Inception Score (IS)
10
ImageNet-1K 11 (val)
80.3Top-1 Accuracy
10
ImageNet (val)
238Memory (Mbits)
10
ImageNet
0.206LPIPS
10
Imagenet Subset T=20 (test)
42.6Alast
10
Imagenet Subset T=10 (test)
51.1Alast
10
ImageNet
1.51Latency (ms)
10
ImageNet (test)
79.18Accuracy
10
ImageNet-1K (val)
75.4Top-1 Accuracy
10
ImageNet
79.4Accuracy
10
ImageNet-1k
84.4Zero-shot Accuracy
10
ImageNet (val)
8.84Average Drop
10
ImageNet Source 1K (test)
76.5Accuracy
10
ImageNet (test)
77.35Accuracy
10
ImageNet100-I2C (test)
0.903Accuracy
10
ImageNet
60.649PSNR (dB)
10
ImageNet-R wild scenario (online imbalanced label distribution shifts)
0.593Accuracy
10