Oxford-IIIT Pet
Benchmarks
TaskDatasetSOTA resultTrendResults
Oxford-IIIT Pet
97.1Accuracy
219
Oxford-IIIT Pet
95.9Top-1 Accuracy
75
Oxford-IIIT Pet (test)
95.86Overall Accuracy
59
Oxford-IIIT Pet
96.54Top-1 Accuracy
39
Oxford-IIIT Pet
81.7Insertion AUC
34
Oxford-IIIT Pet full (val)
63.68DiffID
24
Oxford-IIIT Pet
99.99AUROC
21
Oxford-IIIT Pet
85.53CA
14
Oxford-IIIT Pet
0.971Mean Per Class Accuracy
14
Oxford-IIIT Pet 5-way 5-shot (test)
95.44Accuracy
13
Oxford-IIIT Pet 5-way 2-shot
91.44Accuracy
13
Oxford-IIIT-Pet (test)
80.2Test IoU
12
Oxford-IIIT Pet (test)
37.2Rank Acc (FeatPerm)
11
Oxford-IIIT Pet
85.9Top-1 Accuracy (Clean)
11
Oxford-IIIT Pet 50% known / 50% novel classes (test)
95.3Accuracy (Known)
11
Oxford-IIIT Pet Dataset
88.5Accuracy
10
Oxford-IIIT Pets
88.61Accuracy
10
Oxford-IIIT Pet (test)
88.97Top-1 Accuracy
10
Oxford-IIIT Pet Hue-shifted (test)
72.94Accuracy
10
Oxford-IIIT Pet (test)
88.28iNaturalist AccS
8
Oxford-IIIT Pet (test)
57.11DiffID
8
Oxford-IIIT Pet
93.2Accuracy (All)
7
Oxford-IIIT Pet (val)
94.4Accuracy
7
Oxford-IIIT Pet
85.45Accuracy
6
Oxford-IIIT Pet
91.8Accuracy (All)
5