tinyimagenet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TINYIMAGENET full (test)
28.98Natural Accuracy
5
tinyimagenet VNN-COMP 2024
140Verified Properties Count
5
TinyImageNet 4-bit
23.18Accuracy
4
TinyImageNet-5 SSCL New Class
88.67Task 1 Accuracy
4
TinyImageNet 10-class subset
0.77ROC AUC
3
TinyImageNet
30F-acc (2%)
3
TinyImageNet
18.14Clean Error
3
TinyImageNet (3rd Transition)
92.48Proposed Accuracy
2
TinyImageNet (1st Transition)
92.27Proposed Accuracy
2
TinyImageNet R(5°)
13.1Certified Accuracy
2
TinyImageNet Sc(2)
15.9Certified Accuracy
2
TinyImageNet Sh(2)
19.4Certified Accuracy
2
TinyImageNet Subset (10 Tasks)
23.17Accuracy
2
TinyImageNet 5 Tasks
28.85Accuracy
2
TinyImageNet 10-class subset (test)
77.2ASR
1
TinyImagenet 1120 84
99.38TPR
1
TinyImageNet (test)
0.12LPIPS
1
TinyImageNet 100/2 (test)
—Average Accuracy
0