paper-with-me

Text Classification 벤치마크

Text Classification on R52

16개 결과 · ⬇ CSV · JSON

Accuracy

89.14 91 92.87 94.73 96.6 2018-09 2026-11 Text GCN — 93.56 (2018-09-15) Text GCN — 93.56 (2018-09-15) SGC — 94.0 (2019-02-19) SGCN — 94.0 (2019-02-19) SGC — 94.0 (2019-02-19) SGCN — 94.0 (2019-02-19) GraphStar — 95.0 (2019-06-21) GraphStar — 95.0 (2019-06-21) Our Model* — 94.6 (2019-10-06) Our Model* — 94.6 (2019-10-06) SSGC — 94.5 (2021-01-01) SSGC — 94.5 (2021-01-01) TM-Glove — 89.14 (2021-04-14) TM-Glove — 89.14 (2021-04-14) 1-6 BertGCN — 96.6 (2021-05-12) 1-6 BertGCN — 96.6 (2021-05-12) Text GCN — 93.56 (2018-09-15) SGC — 94.0 (2019-02-19) GraphStar — 95.0 (2019-06-21) 1-6 BertGCN — 96.6 (2021-05-12)
RankModel Accuracy PaperCodeYear
1 1-6 BertGCN 96.6 BertGCN: Transductive Text Classification by Combining GCN and BERT ZeroRin/BertGCN 2021
2 GraphStar 95.00 Graph Star Net for Generalized Multi-Task Learning graph-star-team/graph_star 2019
3 Our Model* 94.6 Text Level Graph Neural Network for Text Classification mojave-pku/TextLevelGCN · Cynwell/Text-Level-GNN 2019
4 SSGC 94.5 Simple Spectral Graph Convolution allenhaozhu/SSGC · hazdzz/SSGC 2021
5 SGC 94.0 Simplifying Graph Convolutional Networks dmlc/dgl · dmlc/dgl · dmlc/dgl · +4 2019
5 SGCN 94.0 Simplifying Graph Convolutional Networks dmlc/dgl · dmlc/dgl · dmlc/dgl · +4 2019
7 Text GCN 93.56 Graph Convolutional Networks for Text Classification yao8839836/text_gcn · plkmo/Bible_Text_GCN · codeKgu/text-gcn · +6 2018
8 TM-Glove 89.14 Enhancing Interpretable Clauses Semantically using Pretrained Word Representation cair/TsetlinMachine · cair/pyTsetlinMachine · cair/pyTsetlinMachineParallel · +3 2021
9 1-6 BertGCN 96.6 BertGCN: Transductive Text Classification by Combining GCN and BERT ZeroRin/BertGCN 2021
10 GraphStar 95.00 Graph Star Net for Generalized Multi-Task Learning graph-star-team/graph_star 2019
11 Our Model* 94.6 Text Level Graph Neural Network for Text Classification mojave-pku/TextLevelGCN · Cynwell/Text-Level-GNN 2019
12 SSGC 94.5 Simple Spectral Graph Convolution allenhaozhu/SSGC · hazdzz/SSGC 2021
13 SGC 94.0 Simplifying Graph Convolutional Networks dmlc/dgl · dmlc/dgl · dmlc/dgl · +4 2019
13 SGCN 94.0 Simplifying Graph Convolutional Networks dmlc/dgl · dmlc/dgl · dmlc/dgl · +4 2019
15 Text GCN 93.56 Graph Convolutional Networks for Text Classification yao8839836/text_gcn · plkmo/Bible_Text_GCN · codeKgu/text-gcn · +6 2018
16 TM-Glove 89.14 Enhancing Interpretable Clauses Semantically using Pretrained Word Representation cair/TsetlinMachine · cair/pyTsetlinMachine · cair/pyTsetlinMachineParallel · +3 2021
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