ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
mini-ImageNet 5-shot
83.4Accuracy
20
mini-ImageNet 1-shot
74.92AUROC
20
tieredImageNet (test)
85.38Accuracy
20
ImageNet 1k (val)
79.85Top-1 Acc (DeiT-S)
20
ImageNet-1K (val)
94.28Average AUROC
20
ImageNet (val)
84Top-1 Accuracy
20
ImageNet-1K (test)
68.7MaxBoxAccV2 (Mean)
20
ImageNet Adversarially Trained Models
76Robust Accuracy (Inc-v3 adv)
20
ImageNet Undefended Models
99.8Inc-v3 Robustness Score
20
ImageNet32 (test)
3.82BPD
20
ImageNet-1K (val)
80.18Accuracy
20
ImageNet 20
92.73Top-1 Acc
20
ImageNet-100
76.67Avg Inc Acc (General)
20
ImageNet (val)
75.7Top-1 Accuracy
20
miniImageNet GFSL
78.7Accuracy (Novel)
20
miniImageNet (novel classes)
74.63Top-1 Acc
20
ImageNet (val)
9.1Conv1 Feature Metric
20
Tiny-ImageNet (TinyIN) 10% unlearning (train)
0Avg Gap
20
ImageNet-1k
-4.27Inference Length
20
ImageNet-256 (val)
1.57Inception Score
19
Tiny-ImageNet
100Unlearning Accuracy (UA)
19
ImageNet correct samples
0.868Insertion Score
19
TinyImageNet
65.39Accuracy
19
ImageNet balanced original (test)
72.73Accuracy
19
ImageNet-R B100 Inc20 (test)
84.55Average Accuracy
19