Stanford Dogs
Benchmarks
TaskDatasetSOTA resultTrendResults
Stanford Dogs
94.1Accuracy
167
Stanford Dogs (test)
92.4Top-1 Acc
140
Stanford Dogs (test)
97.3Accuracy
124
Stanford Dogs (test)
92Top-1 Acc
52
Stanford Dogs
97.1Accuracy
51
Stanford Dogs
80.931-shot Acc
37
Stanford Dogs (test)
0.001Collision Probability
30
Stanford Dogs
0.2Collision Probability
30
Stanford Dogs
78.88Accuracy (1-shot)
27
Stanford Dogs
62.64mAP
25
Stanford Dogs (val)
74.38Top-1 Acc
24
Stanford Dogs
85.9Normalized Mutual Information (NMI)
22
Stanford Dogs
72.4FA
21
Stanford Dogs (test)
100Aer
21
Stanford Dogs (test)
67.561-shot Accuracy
21
Stanford Dogs 40% symmetric noise (test)
79.12Best Accuracy
20
Stanford Dogs 20% symmetric noise (test)
81.4Best Accuracy
20
Stanford Dogs
8.8Score
18
Stanford Dogs
92.02Clean Accuracy
18
Stanford Dogs 5-way 5-shot (test)
91.35Accuracy
13
Stanford Dogs 5-way 2-shot
86.95Accuracy
13
Stanford Dogs (test)
90.82AUPR
11
Stanford Dogs Bluetick
100Acc_t
11
Stanford Dogs Chesapeake Bay Retriever
100Accuracy (Test)
11
Stanford Dogs
99.55AUROC
11