Food101
Benchmarks
TaskDatasetSOTA resultTrendResults
Food101
95.4Accuracy
177
Food101 (test)
96.38Accuracy
97
Food101
87.53mAP
95
Food101
91.8Base Accuracy
69
Food101
96.11Robust Accuracy
56
Food101
94.7Top-1 Acc
52
Food101-LT rho=100 (test)
36.84Accuracy
48
Food101 Base-to-new generalization
93.75Accuracy (Base Classes)
47
Food101
61.2Accuracy (All)
45
Food101 novel classes
0.921Accuracy
36
FOOD101 UPMC (train test)
94.2Accuracy
36
Food101
96.38Top-1 Accuracy
33
Food101
99.92AuROC
29
Food101
92.63AUROC
27
Food101 (base classes)
91.71Accuracy
27
Food101
92.33Top-1 Accuracy
24
Food101N
85.61Accuracy
19
Food101
77.9AULC
18
Food101
87.2Clean Accuracy
17
Food101 LT
34.7Accuracy
16
Food101 From Half LT (test)
38.9Accuracy
16
Food101 H (harmonic mean)
91.38Accuracy
16
Food101 Base
91.63Top-1 Accuracy
16
Food101N Imbalance Factor 100, raw noise (test)
84.1Top-1 Accuracy
15
Food101N Imbalance Factor 50, raw noise (test)
84.6Top-1 Accuracy
15