Food
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
FOOD 10-way 0-shot
97.1Accuracy
8
Food
80.1SHD
8
Food
88.5Average Score
8
FOOD101 (test)
1.6NLL
8
Food
5.74FID
8
Food
74.9Accuracy
7
Food-4c
64.1CAcc
6
Food-101
0.47SURF MAE
6
Food101
100ASR
6
Food
96.77Average Accuracy
6
Food
8.78Recall@20
6
Food
75NMI
6
Food (test)
0.451Hit@1
6
Food-101 (F-101) 1.0 (test)
96.2Top-1 Acc
6
Food-11
91Top-1 Accuracy
5
Food-101
4,726Total Runtime (s)
5
Food-10
48.08mFID
5
FOOD-101 zero-shot
89.24Accuracy
4
Food
17SCE
4
Food
90.87Base Accuracy
4
Food 251 (val)
76Top-1 Accuracy
4
Food101 (1% labels)
91.7Top-1 Acc
3
Food-101
1.98AECE
2
Food101N (test)
76.14-shot Accuracy
2
Food101
92.13Accuracy
2