Document Classification on Cora

18개 결과 · ⬇ CSV · JSON

Accuracy

Rank	Model	Accuracy	Paper	Code	Year
1	ACNet	83.5%	Adaptively Connected Neural Networks	wanggrun/Adaptively-Connected-Neural-Networks	2019
2	LGCN	83.3%	Large-Scale Learnable Graph Convolutional Networks	divelab/lgcn	2018
3	GAT	83.0%	Graph Attention Networks	labmlai/annotated_deep_learning_paper_implementations · dmlc/dgl · dmlc/dgl · +90	2017
4	MoNet	81.7%	Geometric deep learning on graphs and manifolds using mixture model CNNs	dmlc/dgl · dmlc/dgl · theswgong/MoNet · +1	2016
5	Planetoid*	75.7%	Revisiting Semi-Supervised Learning with Graph Embeddings	tkipf/gcn · kimiyoung/planetoid · DeepGraphLearning/GMNN · +23	2016
6	DeepWalk	67.2%	DeepWalk: Online Learning of Social Representations	PaddlePaddle/PaddleRec · shenweichen/GraphEmbedding · williamleif/GraphSAGE · +11	2014
7	ACNet	83.5%	Adaptively Connected Neural Networks	wanggrun/Adaptively-Connected-Neural-Networks	2019
8	LGCN	83.3%	Large-Scale Learnable Graph Convolutional Networks	divelab/lgcn	2018
9	GAT	83.0%	Graph Attention Networks	labmlai/annotated_deep_learning_paper_implementations · dmlc/dgl · dmlc/dgl · +90	2017
10	MoNet	81.7%	Geometric deep learning on graphs and manifolds using mixture model CNNs	dmlc/dgl · dmlc/dgl · theswgong/MoNet · +1	2016
11	Planetoid*	75.7%	Revisiting Semi-Supervised Learning with Graph Embeddings	tkipf/gcn · kimiyoung/planetoid · DeepGraphLearning/GMNN · +23	2016
12	DeepWalk	67.2%	DeepWalk: Online Learning of Social Representations	PaddlePaddle/PaddleRec · shenweichen/GraphEmbedding · williamleif/GraphSAGE · +11	2014
13	ACNet	83.5%	Adaptively Connected Neural Networks	wanggrun/Adaptively-Connected-Neural-Networks	2019
14	LGCN	83.3%	Large-Scale Learnable Graph Convolutional Networks	divelab/lgcn	2018
15	GAT	83.0%	Graph Attention Networks	labmlai/annotated_deep_learning_paper_implementations · dmlc/dgl · dmlc/dgl · +90	2017
16	MoNet	81.7%	Geometric deep learning on graphs and manifolds using mixture model CNNs	dmlc/dgl · dmlc/dgl · theswgong/MoNet · +1	2016
17	Planetoid*	75.7%	Revisiting Semi-Supervised Learning with Graph Embeddings	tkipf/gcn · kimiyoung/planetoid · DeepGraphLearning/GMNN · +23	2016
18	DeepWalk	67.2%	DeepWalk: Online Learning of Social Representations	PaddlePaddle/PaddleRec · shenweichen/GraphEmbedding · williamleif/GraphSAGE · +11	2014