ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 32
3.11BPD
31
ImageNet 30 20-10 class split Closed-set (test)
93.33Accuracy
30
Tiny-ImageNet 100 tasks (test)
32.4FAA (%)
30
ImageNet (test)
0.31GAP
30
ImageNet 2012
37.84DiffID Score
30
ImageNet misclassified samples (val)
85.76Avg Highest Confidence (0-50%)
30
ImageNet
0Attack Success Rate (ASR)
30
ImageNet-1k random 100-class subsets 1.0 (test)
86.56Accuracy (L10 Test)
30
Tiny ImageNet
74.7Accuracy
30
Tiny-Imagenet (test)
8.2Average Forgetting
30
ImageNet (val)
61.34AUPR1
30
ImageNet
51.77Deletion Score
30
ImageNet (test)
69.34Deletion Score
30
ImageNet
61.41Deletion Score
30
ImageNet
88.7ASR (Average)
30
Tiny-ImageNet Dir-0.1
57.95Accuracy
30
Tiny-ImageNet Dir-0.5
60.4Accuracy
30
miniImageNet original (test)
79.015-way 1-shot Acc
30
ImageNet-1K IPC 50
66.8Accuracy
30
ImageNet 50K 256x256 (val)
0.27rFID
30
ImageNet 256
26.55PSNR
30
ImageNet
6.1Error Rate
30
ImageNet 1K
0.318CLIP Score
30
ImageNet-1K
85.7Top-1 Acc
30
ImageNet (val)
62.2Accuracy Improvement
30