Oxford Flowers
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Oxford Flowers zero-shot
75.8Clean Accuracy
11
Oxford Flowers Camellia
100Accuracy (Target)
11
Oxford Flowers Alpine Sea Holly
100Accuracy (Test)
11
Oxford Flowers low-shot (ID) -> Deep Weeds (OOD) (test)
100ID Accuracy (%)
11
Oxford102-Flowers Fine-Grained
12.6FID
9
Oxford102-Flowers Coarse-Grained
14.63FID
9
Oxford 102 Flowers
30.45Purity
9
Oxford Flowers-102 (test)
10.92FID
9
Oxford Flowers-102 (val)
98.9Top-1 Accuracy
9
Oxford Flowers 102 WRN16 (test)
88.04Accuracy
8
Oxford-Flowers
10.63gFID
8
FLO (Oxford Flowers) (unseen)
71.9Accuracy
8
Oxford Flowers 102 (test)
99.3Base Accuracy (B)
7
Oxford-102 Flowers all-to-all
74.9Accuracy
7
Oxford Flowers (test)
7.86KID
7
Oxford Flowers
98.4Known Accuracy
6
Oxford 102 Flowers (val)
0.949Accuracy
6
Oxford Flowers 102 (test)
70.07Accuracy
5
Oxford Flowers
70.08Accuracy
5
Oxford Flowers
97.27Top-1 Accuracy
5
Oxford Flowers
91.68F1 Score
5
Oxford Flowers (test)
0.1AURC
4
Oxford Flowers-102 fine-tuning
98.9Accuracy
4
Oxford Flowers
7.86KID
4
Oxford Flowers
11.23KID
4