ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet LanguageBind Large (val)
0.224Deletion Score
10
ImageNet 100 samples (val)
47Attack Success Rate (ASR)
10
ImageNet
72.03Accuracy (ImNet)
10
ImageNet 256 x 256 (val)
28.08PSNR
10
ImageNet (val)
29.68PSNR
10
ImageNet (val)
26.65PSNR
10
ImageNet (val)
30.23PSNR
10
ImageNet-1K
83.56Top-1 Accuracy
10
ImageNet-100 (test)
25.77UA
10
ImageNet-100 forgetting (test)
100UA
10
ImageNet 100 10% random data forgetting
27.28UA
10
MiniImageNet (incremental sessions 0-8)
74.66Accuracy (Session 0)
10
ImageNet-R (20 tasks)
89.9Accuracy
10
ImageNet-R 5 tasks
90.8Accuracy
10
ImageNet (val)
81.83Accuracy
10
Tiny-ImageNet
70.83IID Accuracy
10
Tiny-ImageNet
47.3Accuracy
10
Tiny-ImageNet Random forgetting
99.98RA
10
Tiny-ImageNet (Class-wise forgetting)
99.98Retention Accuracy
10
ImageNet (test)
55.5kNN Accuracy
10
ImageNet
2.75Median L2 Distortion
10
ImageNet 256 x 256
6.99FID (U)
10
Tiny-ImageNet Dt (test)
36.59Macro F1-score
10
Tiny-ImageNet (retained set D \ Du)
95.79Macro F1 Score
10
Tiny-ImageNet (unlearned set Du)
91.76Macro F1-score
10