OxfordPets
Benchmarks
TaskDatasetSOTA resultTrendResults
OxfordPets
95.9Accuracy
298
OxfordPets
97.68H Score
182
OxfordPets
97.34Base Score
96
OxfordPets
87.46Robust Accuracy
71
Oxfordpets
68.05Robust Accuracy
41
OxfordPets (novel classes)
1.19ECE
28
OxfordPets (base classes)
97.65Accuracy
27
OxfordPets
96.13Base Accuracy
22
OxfordPets 4-shot
96Accuracy
22
OxfordPets (test)
4Top-1 Error
21
OxfordPets
92.6Top-1 Accuracy
19
OxfordPets
88.9Top-1 Clean Acc
17
OxfordPets 16-shot
85.04Top-1 Clean Accuracy
15
OxfordPets (novel classes)
0.52MCE
15
OxfordPets (test)
92Accuracy (1-shot)
15
OxfordPets (Novel)
98.07Top-1 Accuracy
15
OxfordPets New classes
98.07Accuracy
12
OxfordPets Base classes
96.1Accuracy
12
OxfordPets
93.89Accuracy
12
OxfordPets
89.4Accuracy
10
OxfordPets (test)
85Pruning Ratio
10
OxfordPets
94.36Accuracy (ACC)
9
OxfordPets Pathological Non-IID (test)
0.988Accuracy
9
OxfordPets (val)
94.41Accuracy
8
OxfordPets novel classes
96.12Accuracy
8