Caltech
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Caltech-101
91.85cACC (All)
16
Caltech
99.79Accuracy
16
Caltech-6V
96.69Accuracy
16
Caltech (full)
78.1Accuracy
16
Caltech101 H (harmonic mean)
97.03Accuracy
16
Caltech 101
94.87Clean Accuracy
15
Caltech101
84.9Clean Accuracy
15
Caltech101
85.32Clean Accuracy
15
Caltech 5V
83.36ACC
15
Caltech-101
90.99Top-1 Accuracy
14
Caltech
96.5Top-1 Accuracy
14
Caltech101 (test)
93.46Accuracy
14
Caltech-101 (test)
97.5Top-1 Accuracy
14
Caltech-256 10-Tasks
39.88Average Accuracy (AA)
13
Caltech-256 5-Tasks
50.75Average Accuracy (AA)
13
N-Caltech101
94.25Accuracy
13
Caltech-101
0.9NMI
13
Caltech256 5-way 5-shot (test)
93.31Accuracy
13
Caltech256 5-way 2-shot
88.28Accuracy
13
Caltech7
6.83Runtime (s)
12
Caltech 101
98.73Base Accuracy
12
Caltech101 (retain set)
94.9Bias Factor (BF)
12
Caltech101 (forget set)
83.76Bias Factor (BF)
12
Caltech-101 non-IID (β = 0.1) (Retain)
99.8Accuracy
12
Caltech
93.6ACC
12