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ResearchFormerly WizWand

Confidence Calibration on Citeseer

3.1ECEMS
2.30887.649412.9918.3306Sep 29, 2021Jul 11, 2022Apr 22, 2023Feb 2, 2024Nov 13, 2024Aug 25, 2025Jun 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MSAttack Type=Overconfidence Attack2026.063.1
GATSModel=GAT2022.103.86
DCGCAttack Type=Overconfidence Attack2026.063.9
TSAttack Type=Overconfidence Attack2026.064.1
IRMModel=GAT2022.104.15
GATSModel=GCN2022.104.43
DIRModel=GAT2022.104.87
IRMModel=GCN2022.105.08
MSBackbone=GAT, Label Rate (L/C)=602021.095.19
MSBackbone=GCN, Label Rate (L/C)=602021.095.21
CaGCNBackbone=GAT, Label Rate (L/C)=602021.095.25
CaGCNBackbone=GAT, Label Rate (L/C)=402021.095.32
MSBackbone=GCN, Label Rate (L/C)=402021.095.38
DIRModel=GCN2022.105.4
CaGCNBackbone=GCN, Label Rate (L/C)=402021.095.45
CaGCNBackbone=GCN, Label Rate (L/C)=602021.095.46
TSBackbone=GCN, Label Rate (L/C)=602021.095.59
CaGCNBackbone=GAT, Label Rate (L/C)=202021.095.72
MSBackbone=GAT, Label Rate (L/C)=402021.095.9
CaGCNBackbone=GCN, Label Rate (L/C)=202021.095.95
TSBackbone=GCN, Label Rate (L/C)=402021.096.01
SplineModel=GAT2022.106.07
OIModel=GAT2022.106.08
CaGCNAttack Type=Overconfidence Attack2026.066.1
MSBackbone=GAT, Label Rate (L/C)=202021.096.33
OIModel=GCN2022.106.36
VSAttack Type=Overconfidence Attack2026.066.4
TSBackbone=GCN, Label Rate (L/C)=202021.096.41
MSBackbone=GCN, Label Rate (L/C)=202021.096.44
TSBackbone=GAT, Label Rate (L/C)=602021.096.48
SplineModel=GCN2022.106.7
TSBackbone=GAT, Label Rate (L/C)=402021.097.97
UncalibratedBackbone=GCN, Label Rate (L/C)=602021.098.06
TSBackbone=GAT, Label Rate (L/C)=202021.099.16
UncalibratedBackbone=GCN, Label Rate (L/C)=402021.099.57
UncalModel=GCN2022.1010.66
UncalibratedBackbone=GAT, Label Rate (L/C)=602021.0910.9
UncalibratedBackbone=GCN, Label Rate (L/C)=202021.0912.48
UncalibratedBackbone=GAT, Label Rate (L/C)=402021.0912.52
UncalibratedBackbone=GAT, Label Rate (L/C)=202021.0915.34
UncalModel=GAT2022.1022.88