Oxford Pets
Benchmarks
TaskDatasetSOTA resultTrendResults
Oxford Pets (test)
99.36Accuracy
125
Oxford Pets
96.4Top-1 Acc
94
Oxford Pets
96.52Base Accuracy
76
Oxford Pets
95.7Accuracy (All)
50
Oxford Pets
93.9Accuracy
28
Oxford Pets zero-shot
97.6Accuracy (Zero-Shot)
26
Oxford Pets
90.38Accuracy
23
Oxford Pets
96.28Base Score
20
Oxford Pets 2012 (test)
100ASR (ResNet-50)
19
Oxford Pets
78.1Accuracy (All)
12
Oxford Pets VTAB natural (test)
96.08Accuracy
9
Oxford Pets Luminance Shifted
62.85Classification Error
9
Oxford Pets Saturation Shifted
38.91Classification Error
9
Oxford Pets-37
97.3Accuracy
7
Oxford-PETS 37 classes
815Communication Steps
6
Oxford Pets (test)
48.3Accuracy (All)
5
Oxford Pets (test)
0.112AURC
4
Oxford Pets
85.9AP
4
Oxford Pets
4.1Color (ID) Error
3
Oxford Pets
18.46CMI Score
2
Oxford-Pets
0Train Error
1
Oxford Pets few-shot to high-shot
—Primary metric
0
Oxford Pets
—Primary metric
0