paper-with-me

Graph Classification 벤치마크

Graph Classification on UPFD-POL

16개 결과 · ⬇ CSV · JSON

Accuracy (%)

60.18 67.92 75.66 83.39 91.13 2021-04 2026-11 UPFD-SAGE — 84.62 (2021-04-25) GCNFN — 83.71 (2021-04-25) UPFD-BiGCN — 83.26 (2021-04-25) UPFD-GAT — 82.81 (2021-04-25) UPFD-GCNFN — 82.35 (2021-04-25) UPFD-GCN — 81.9 (2021-04-25) GNNCL — 60.18 (2021-04-25) UPFD-SAGE — 84.62 (2021-04-25) GCNFN — 83.71 (2021-04-25) UPFD-BiGCN — 83.26 (2021-04-25) UPFD-GAT — 82.81 (2021-04-25) UPFD-GCNFN — 82.35 (2021-04-25) UPFD-GCN — 81.9 (2021-04-25) GNNCL — 60.18 (2021-04-25) HGFND — 91.13 (2022-12-24) HGFND — 91.13 (2022-12-24) UPFD-SAGE — 84.62 (2021-04-25) HGFND — 91.13 (2022-12-24)
RankModel Accuracy (%) PaperCodeYear
1 HGFND 91.13± 1.89 Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks ujeong1/IEEEBigdata22_HGFND 2022
2 UPFD-SAGE 84.62 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
3 GCNFN 83.71 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
4 UPFD-BiGCN 83.26 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
5 UPFD-GAT 82.81 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
6 UPFD-GCNFN 82.35 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
7 UPFD-GCN 81.90 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
8 GNNCL 60.18 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
9 HGFND 91.13± 1.89 Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks ujeong1/IEEEBigdata22_HGFND 2022
10 UPFD-SAGE 84.62 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
11 GCNFN 83.71 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
12 UPFD-BiGCN 83.26 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
13 UPFD-GAT 82.81 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
14 UPFD-GCNFN 82.35 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
15 UPFD-GCN 81.90 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
16 GNNCL 60.18 User Preference-aware Fake News Detection safe-graph/GNN-FakeNews · code-implementation1/Code9 2021
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