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Benchmarks
Robustness Prediction on ER (Dynamic)
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0.0005
Mean Error
HWL-HIN
-0.000452
0.005704
0.01186
0.018016
Dec 26, 2025
Mean Error
Standard Deviation
Average Rank
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Error
Standard Deviation
Average Rank
HWL-HIN
Attack Scenario=Dynamic
2025.12
0.0005
0.0004
1
HGNNs
Attack Scenario=Dynamic
2025.12
0.0005
0.0004
1
GIN-MAS
Attack Scenario=Dynamic
2025.12
0.0016
0.0014
2
NRL-GT
Attack Scenario=Dynamic
2025.12
0.0017
0.0016
3
SPP-CNN
Attack Scenario=Dynamic
2025.12
0.0173
0.0112
4
ATTRP
Attack Scenario=Dynamic
2025.12
0.0175
0.0117
5
DT
Attack Scenario=Dynamic
2025.12
0.02
0.0246
6
KNN
Attack Scenario=Dynamic
2025.12
0.0233
0.021
7
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