StanfordCars
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
StanfordCars (novel)
75.47Accuracy
11
StanfordCars HM (full)
78.92HM
10
StanfordCars x8 (test)
0.864Top-1 Accuracy
10
StanfordCars x4 (test)
86.4Top-1 Accuracy
10
StanfordCars
94.96Top-1 Accuracy
9
StanfordCars 21 (test)
11.4Top-1 Instance Accuracy
8
StanfordCars
17.14Robust Accuracy
8
StanfordCars 16-shot
66.2Accuracy
7
StanfordCars
75.4Accuracy
7
StanfordCars (test)
0.75Pruning Ratio
7
StanfordCars
71.721-Shot Accuracy
6
StanfordCars Split 20-task (test)
83.96Last Acc
6
StanfordCars original (test)
78.12Base Score
6
StanfordCars
60.4Natural Accuracy
5
StanfordCars H (harmonic mean)
72.01Accuracy
4
StanfordCars (seen)
78.12Accuracy
4
StanfordCars
76.95Base Accuracy
4
StanfordCars unseen prompts
73.59Accuracy
4
StanfordCars real-world semantic variations
32.8Robustness Accuracy (Color Variation)
3
StanfordCars
6.2Color Error
3
StanfordCars T=20
90.28Last-Task Accuracy (AT)
2
StanfordCars (base)
—Accuracy
0