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Benchmarks
Robustness Prediction on UF Dynamic
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0.0005
Mean Error
HWL-HIN
-0.000343
0.005281
0.010905
0.016529
Dec 26, 2025
Mean Error
Standard Deviation
Average Rank
Updated 4d 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
0.0005
2
GIN-MAS
Attack Scenario=Dynamic
2025.12
0.0012
0.0009
3
NRL-GT
Attack Scenario=Dynamic
2025.12
0.0016
0.0018
4
SPP-CNN
Attack Scenario=Dynamic
2025.12
0.0121
0.0085
5
ATTRP
Attack Scenario=Dynamic
2025.12
0.0122
0.008
6
DT
Attack Scenario=Dynamic
2025.12
0.0141
0.0176
7
KNN
Attack Scenario=Dynamic
2025.12
0.0213
0.0147
8
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