Garcia V , Bruna J . Few-Shot Learning with Graph Neural Networks[J]. ICLR2017.
1 few-shot-gnn-master: The Official Version from https://github.com/vgsatorras/few-shot-gnn
2 dgl-few-shot-gnn: few-shot-gnn-master in DGL Framework
3 few0-shot-gnn-master: Validate the effectiveness of edges between nodes of different classes
Date Name 5w-5s 5w-1s 20w-1s loss lr
2018/10/9 few-shot-gnn-master 66.5067 49.32 0.001
2019/5/14 few-shot-gnn-master 65.0800 0.4 0.001
2019/5/17 dgl-few-shot-gnn 65.9733 0.4 0.001
2019/5/18 few5-shot-gnn-master 66.6333 51.3733 0.56 0.001
2019/5/27 few0-shot-gnn-master_full 20.7467 1.2 0.01
few0-shot-gnn-master_1 22.1333 1.9 0.01
few0-shot-gnn-master_2 22.2067 1.9 0.01
few0-shot-gnn-master_3 22.1667 1.6 0.01