Caltech
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Caltech
85.01Top-1 Accuracy
33
Caltech 256
90.5Clean Accuracy
33
Caltech101 (test)
93.79Accuracy
33
Caltech101
94.3Clean Accuracy
31
Caltech101
39.2Accuracy
31
Caltech-101
88LT-ACC
31
Caltech
93mAP
30
Caltech-101
72.16Robust Accuracy
29
Caltech101 (novel classes)
1.03ECE
28
Caltech-101
84.6Top-1 Accuracy
24
Caltech101
87.2Top-1 Clean Acc
24
Caltech
0.78Weighted Kendall's Tau
24
Caltech101
95.8Clean Top-1 Acc
22
Caltech101
98.19ACC (Base)
22
Caltech-101
100ASR
22
Caltech101
85.6Robust Accuracy
22
Caltech101 (test)
98.26Accuracy
22
Caltech256
83.65Accuracy
21
Caltech-101
93.95Accuracy
21
Caltech-256
0.372MSE
20
Caltech101
94.42AUROC
19
Caltech101
0.761Kendall's weighted tau
19
Caltech101 standard (test)
94.5BF Score
18
Caltech
5.92MR
17
Caltech 101 Instructive Visual Benchmark
38.74Accuracy
16