Food
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Food-101
99.3Accuracy
590
Food101
95.3Accuracy
457
Food
95.3Accuracy
152
Food-101 (test)
93.1Accuracy
145
Food (test)
93.17Accuracy
128
Food
94.9Accuracy
103
Food 101
92.45Base Score
91
Food101
96.2Top-1 Accuracy
83
Food-101N (test)
93.42Top-1 Accuracy
69
Food Kitchen
30.93HR@5
32
Food few-shot
89Accuracy
32
Food-4c OpenSMC
90.6Clustering Accuracy (Criteria)
30
Food101
84.88Top-1 Clean Accuracy
28
Food101
90.8Clean Accuracy
25
Food-101 (test)
93.33Accuracy
24
Food-101 (val)
92.6Accuracy
24
ZSFooD 1.0 (test)
0.87Recall@100
24
Food
90.41Average Accuracy
20
Food
11.078Recall@10
20
Food 101
95.08Accuracy (Zero-shot)
20
Food
81.16Zero-shot Accuracy
18
Food
81.16Accuracy
18
Food
35.92Recall
18
Food
0.892Weighted Kendall's Tau
17
Food MDCII Order-II
92.7Transfer Score
15