Food-101
Benchmarks
TaskDatasetSOTA resultTrendResults
FOOD-101 (test)
94.6Accuracy
45
Food-101 (test)
87.23Accuracy
36
Food-101 9
94.99Accuracy
16
Food-101
99.3Top-1 Acc
16
Food-101 (test)
35.8Accuracy (k=1)
15
Food-101 (test)
98.6Accuracy
15
UPMC Food-101 imbalance ratio r=100 (test)
20.22Overall Accuracy
13
UPMC Food-101 imbalance ratio r=20 (test)
34.81Overall Accuracy
13
Food-101 Full
90Top-1 Accuracy
12
Food-101 10 samples/class
82.5Top-1 Accuracy
12
Food-101 LT
49Avg Class Recall
12
Food-101
95.9Discovery Rate
11
Food-101N (val)
6.99Average Error Rate
11
Food-101N r ≈ 20% (test)
86.4Accuracy
10
Food-101N verified (val)
6.99Error Rate
10
Food-101
0.478ARI
9
Food-101 (test)
88.35iNaturalist Accuracy (S)
8
Food-101
-11.65Mean Accuracy Delta
7
Food-101N
97.7AUROC
7
Food-101 16K sequence length (test)
891Train runtime (s)
7
Food-101 all-to-all
86.3Accuracy
7
Food-101 (test)
1.31iNaturalist FPR95
7
FOOD-101 Hard (test)
93.4Accuracy
7
Food-101 OOD (test)
90.6AR@1
6
Food-101 (test)
95.4Recall@1
6