paper-with-me

Graph Classification 벤치마크

Graph Classification on FRANKENSTEIN

12개 결과 · ⬇ CSV · JSON

Accuracy

61.73 66.02 70.31 74.61 78.9 2015-07 2026-11 GWL_WL — 78.9 (2015-07-25) GWL_WL — 78.9 (2015-07-25) SAGPool_g — 62.57 (2019-04-17) SAGPool_h — 61.73 (2019-04-17) SAGPool_g — 62.57 (2019-04-17) SAGPool_h — 61.73 (2019-04-17) ASAP — 66.26 (2019-11-18) ASAP — 66.26 (2019-11-18) MEWISPool — 73.46 (2021-07-03) MEWISPool — 73.46 (2021-07-03) MAGPool — 67.21 (2024-03-04) MAGPool — 67.21 (2024-03-04) GWL_WL — 78.9 (2015-07-25)
RankModel Accuracy PaperCodeYear
1 GWL_WL 78.9 Graph Invariant Kernels 2015
2 MEWISPool 73.46 Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks mewispool/mewispool 2021
3 MAGPool 67.21 Multi-hop Attention-based Graph Pooling: A Personalized PageRank Perspective p-haddadian/MAGPool 2024
4 ASAP 66.26 ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations malllabiisc/ASAP 2019
5 SAGPool_g 62.57 Self-Attention Graph Pooling dmlc/dgl · inyeoplee77/SAGPool · walidgeuttala/Synthetic-Benchmark-for-Graph-Classification 2019
6 SAGPool_h 61.73 Self-Attention Graph Pooling dmlc/dgl · inyeoplee77/SAGPool · walidgeuttala/Synthetic-Benchmark-for-Graph-Classification 2019
7 GWL_WL 78.9 Graph Invariant Kernels 2015
8 MEWISPool 73.46 Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks mewispool/mewispool 2021
9 MAGPool 67.21 Multi-hop Attention-based Graph Pooling: A Personalized PageRank Perspective p-haddadian/MAGPool 2024
10 ASAP 66.26 ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations malllabiisc/ASAP 2019
11 SAGPool_g 62.57 Self-Attention Graph Pooling dmlc/dgl · inyeoplee77/SAGPool · walidgeuttala/Synthetic-Benchmark-for-Graph-Classification 2019
12 SAGPool_h 61.73 Self-Attention Graph Pooling dmlc/dgl · inyeoplee77/SAGPool · walidgeuttala/Synthetic-Benchmark-for-Graph-Classification 2019
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