Caltech101
Benchmarks
TaskDatasetSOTA resultTrendResults
Caltech101 Base and New Classes
98.97Base Accuracy
72
Caltech101
99.3Base Accuracy
68
Caltech101 few-shot
95.1Accuracy
32
Caltech101 20
76.81ACC
30
Caltech101 (base classes)
98.23Accuracy
27
Caltech101 MDCII Order-II
95.1Transfer Accuracy
15
Caltech101 (novel classes)
0.39MCE
15
Caltech101 (test)
94.17Accuracy (1-shot)
15
Caltech101 (Novel)
94.67Top-1 Acc
15
Caltech101 MDCII Order-I
74.5Transfer Accuracy
13
N-Caltech101 (test)
81.73Accuracy
13
N-Caltech101
76.1Accuracy
12
Caltech101 fine-grained (base)
0.24MCE
12
Caltech101 New classes
94.93Accuracy
12
Caltech101 Base classes
99.23Accuracy
12
CalTech101 zero-shot
93.6Clean Accuracy
11
Caltech101 7
97.5Accuracy
10
Caltech101 VTAB natural (test)
98.56Accuracy
9
CALTECH101-7
0.659AMI
9
Caltech101 Pathological Non-IID (test)
97.02Accuracy
9
N-Caltech101 (test)
0.7GFLOPs
9
Caltech101 (test)
98.2Base Score
7
Caltech101
30.94CLIP Score
7
Caltech101 20
92.48Accuracy
7
Caltech101 20 (test)
45.12Accuracy
7