StanfordCars
Benchmarks
TaskDatasetSOTA resultTrendResults
StanfordCars
92.74Accuracy
384
StanfordCars
70.8Robust Accuracy
100
StanfordCars
83.93Base Score
89
StanfordCars base-to-new
0.855Base Accuracy
58
StanfordCars
6.74Average Set Size
36
StanfordCars
0.8Accuracy
33
StanfordCars (test)
81.29Accuracy (1-shot)
29
StanfordCars (novel classes)
1.88ECE
28
StanfordCars base classes
78.65Accuracy
27
StanfordCars
7.86mAP
25
StanfordCars
70.7Top-1 Clean Acc
21
StanfordCars (test)
85.9Base Accuracy
20
StanfordCars standard (test)
68.4BF Accuracy
18
StanfordCars novel classes
75.61Accuracy
18
StanfordCars MDCII Order-II
89.6Transfer Accuracy
15
StanfordCars (novel classes)
0.55MCE
15
StanfordCars
0.09CovGap
13
StanfordCars
9CovGap
12
StanfordCars
9CovGap
12
StanfordCars Harmonic Mean
78.14Accuracy
12
StanfordCars New classes
0.751Accuracy
12
StanfordCars (retain set)
81.45BF
12
StanfordCars (forget set)
82.23Bias Factor
12
StanfordCars
33.01Robust Accuracy
12
StanfordCars (test)
81.33Base Accuracy
12