tinyimagenet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TinyImageNet (NID1, α=0.2)
45.64Accuracy
9
TinyImageNet (20-split)
84.65Accuracy
9
TinyImageNet 200/20 (31 tasks)
77AC
8
TinyImageNet 200/20 (16 tasks)
82AC
8
TinyImageNet 200 20 (7 tasks)
81AC
8
TinyImageNet 200/20 (2 tasks)
100AC
8
TinyImageNet 95% target accuracy (test)
1Communication Rounds
8
TinyImageNet (test)
0.966Adversarial Error Bound Start (L^e) (x10^-7)
8
TinyImageNet Average
99.9AUROC
8
TinyImageNet-C Far shift
99.79AUROC
8
TinyImageNet Near shift V2
100AUROC
8
TinyImagenet 280/44
99.29True Positive Rate (TPR)
8
TinyImageNet 20-step
71.49Average Inference Accuracy
8
TinyImageNet 10-step
71.74Average Accuracy
8
TinyImageNet (test)
34.54Accuracy
8
TinyImageNet ε=1/255 (test)
43.78Standard Accuracy
7
TinyImageNet 50% random data removal
99.99Retain Accuracy
7
TinyImageNet (Half)
0.52Loss
7
TinyImageNet VNNComp'24
48Certified Accuracy (%)
6
TinyImageNet first 100 examples (test)
87,148,664Avg Local Lipschitz Constant
6
TinyImageNet VNNComp'24
36Certified Accuracy (%)
5
TinyImageNet cross-dataset transfer
51.88Accuracy
5
TinyImageNet Split
24.4Task 1 Score
5
tinyImageNet (Fish)
39.33PUL
5
TinyImageNet (test)
43.13Mean Final Score
5