MiniSun
The MiniSun dataset contains 100 classes randomly chosen from sun397 with 100 images of size 84×84 pixels per class. It is split into 64 base classes, 16 validation classes and 20 novel classes.
MiniPlaces
The MiniPlaces dataset contains 100 classes randomly chosen from Places with 600 images of size 84×84 pixels per class. It is split into 64 base classes, 16 validation classes and 20 novel classes.
MiniSun | ||
---|---|---|
k-way | 5 | 5 |
n-shot | 5 | 1 |
MobileNetV2 | 20.16 ± 0.011 | |
Conv4 | 39.14 ± 0.015 | 26.03 ± 0.013 |
Conv6 | 33.42 ± 0.015 | 24.58 ± 0.012 |
Conv8 | 29.32 ± 0.012 | 21.48 ± 0.011 |
MobileBlock1 | 40.12 ± 0.015 | 30.86 ± 0.01 |
MobileConv | 47.5 ± 0.0158 | 30.72 ± 0.013 |
MiniPlaces | ||
---|---|---|
k-way | 5 | 5 |
n-shot | 5 | 1 |
Conv4 | 27.9 ± 0.014 | 29.62 ± 0.013 |
Conv6 | 19.84 ± 0.007 | 21.42 ± 0.009 |
Conv8 | 25.2 ± 0.011 | 21.14 ± 0.004 |
MobileConv | 34.64 ± 0.014 | 26.36 ± 0.013 |