5-way 1-shot Image Classification on miniImageNet standard (test)
58.92AccuracyTrainProto-FSL
Evaluation Results
| Method | Links | |
|---|---|---|
| TrainProto-FSLSupervision=unsupervised2021.06 | 58.92 | |
| CSSL-FSL_Image168Supervision=unsupervised2021.06 | 54.17 | |
| ProtoNetsSupervision=supervised2021.06 | 47.01 | |
| MAMLSupervision=supervised2021.06 | 46.6 | |
| ULDA-MetaOptNetSupervision=unsupervised2021.06 | 40.71 | |
| ULDA-ProtoNetsSupervision=unsupervised2021.06 | 40.63 | |
| UMTRASupervision=unsupervised2021.06 | 39.93 | |
| CACTUS-MAMLSupervision=unsupervised2021.06 | 39.9 | |
| CACTUS-ProtoNetsSupervision=unsupervised2021.06 | 39.18 | |
| AAL-ProtoNetsSupervision=unsupervised2021.06 | 37.67 | |
| AAL-MAML++Supervision=unsupervised2021.06 | 34.57 | |
| UFLSTSupervision=unsupervised2021.06 | 33.77 |