VLCS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
VLCS 1-shot
78.89Acc
11
VLCS DeCAF6 features (leave-one-domain-out)
70.62Accuracy (V Domain)
10
VLCS
54.92ACC
7
VLCS Caltech101 LabelMe SUN09 VOC2007 OOD Cross-domain
38.15Accuracy (Train: Caltech101, Test: LabelMe)
6
VLCS Target domains
67Accuracy (L)
6
VLCS OOD accuracy
99.5Accuracy (C)
6
VLCS cross-domain tasks DeCAF6
201.99Avg Domain Generalization Runtime (s)
6
VLCS (test)
0.64Risk
3
VLCS (train)
12Risk
3