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Models/SiGAT

SiGAT

Reported on 9 benchmarks across 1 task · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs9 results

Link Sign PredictiononEpinions
AUC· 2019-06-26
0.9333
SOTA
Signed Graph Attention Networks arXiv:1906.10958
Link Sign PredictiononEpinions
Accuracy· 2019-06-26
0.9293
SOTA
Signed Graph Attention Networks arXiv:1906.10958
Link Sign PredictiononEpinions
Macro-F1· 2019-06-26
0.8449
SOTA
Signed Graph Attention Networks arXiv:1906.10958
Link Sign PredictiononSlashdot
AUC· 2019-06-26
0.8864
SOTA
Signed Graph Attention Networks arXiv:1906.10958
Link Sign PredictiononSlashdot
Accuracy· 2019-06-26
0.8482
SOTA
Signed Graph Attention Networks arXiv:1906.10958
Link Sign PredictiononSlashdot
Macro-F1· 2019-06-26
0.766
SOTA
Signed Graph Attention Networks arXiv:1906.10958
Link Sign PredictiononBitcoin-Alpha
AUC· 2019-06-26
0.8942
SOTA
Signed Graph Attention Networks arXiv:1906.10958
Link Sign PredictiononBitcoin-Alpha
Accuracy· 2019-06-26
0.948
SOTA
Signed Graph Attention Networks arXiv:1906.10958
Link Sign PredictiononBitcoin-Alpha
Macro-F1· 2019-06-26
0.7138
SOTA
Signed Graph Attention Networks arXiv:1906.10958