ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Tiny ImageNet
58.3Accuracy
12
Mini-ImageNet100 (10-task setting)
94.38Last Accuracy
12
Mini-ImageNet100 5-task setting
94.86Accuracy (Last Task)
12
ImageNet-1K (full set)
33.08PSNR
12
ImageNet-100 B50Inc10 (T=5) (test)
80.64Average Accuracy
12
ImageNet
26.25PSNR
12
ImageNet-1K ID
81.59Accuracy
12
ImageNet-1K 1.0 (test)
17.8GPU Latency (ms)
12
ImageNet-1K 1.0 (val)
1.86gFID
12
ImageNet (val)
3.44FID
12
ImageNet 64x64 unconditional (test)
2.99BPD
12
ImageNet (val)
78.62Validation Accuracy
12
ImageNet-1K (test)
17Test Error
12
ImageNet-X (val)
0.32Agreement Score
12
Tiny ImageNet
99.9TPR
12
ImageNet 10% data
22.04IS
12
ImageNet (5% data)
19.15IS
12
ImageNet16-120 TSS NATS-Bench (non-stratified)
72.4Mean Absolute Spearman Correlation
12
ImageNet16-120 SSS NATS-Bench (non-stratified)
93.2Mean Absolute Spearman Correlation
12
ImageNet-1K (val)
84.3Clean Accuracy
12
ImageNet200
78.56Backdoor Accuracy (BA)
12
ImageNet Center mask 128x128 256x256
4.77FID
12
ImageNet C (corruptions) (val)
27.4Error (Gaussian)
12
imagenet
72.7Accuracy
12
ImageNet-1K 2009 (val)
87.5Top-1 Accuracy
12