ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 512x512 1k (test val)
2.8FID
2
ImageNet 20% (val)
97.7Accept Accuracy
1
Tiny ImageNet
5.99Compression Ratio (CR)
1
ImageNet I2E
0.1Generation Speed (ms/sample)
1
ImageNet
16Storage Gain Factor
1
TinyImageNet
0.53G_hat_NPPR
1
ImageNet-R
95.1Coverage (CPr-value)
1
ImageNet-A
94.8Coverage (CPr-value)
1
ImageNet
95.1Coverage (CPr-value)
1
ImageNet-100
0.154Cross-axis rho(IX, I(T; Y))
1
ImageNet
48.009Latency (Unprotected) (ms)
1
ImageNet
62.39Donor Best Top-1 Accuracy Change
1
Tiny ImageNet
58.45Donor Best Top-1 Accuracy Change
1
Tiny-ImageNet
57.21Accuracy (%)
1
ImageNet-1K forget set (Df)
100Unlearning Score
1
ImageNet Synthetic CNN Workloads V2
415Condition Number Reduction (κ)
1
ImageNet-100 B100Inc0 (T=0) (test)
80.44Avg Acc
1
ImageNet (test)
46.78FID
1
ImageNet-1k
710Mult. Depth
1
ImageNet
45.6Clean Acc
1
ImageNet-Dogs (train)
19Dendrogram Purity (DP)
1
ImageNet-10 (train)
0.895DP
1
ImageNet-1K @ 224x224
86.7Top-1 Accuracy
1
ImageNet-32 downsampled
32.03Top-1 Acc
1
ImageNet 6 full subsets
76.87Chipmunk
1