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Benchmarks
Robustness Prediction on WS (Dynamic)
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0.0004
Mean Error
HWL-HIN
-0.000171
0.003885
0.00794
0.011995
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
0.0004
0.0003
1
HGNNs
Attack Scenario=Dynamic
2025.12
0.0005
0.0004
2
GIN-MAS
Attack Scenario=Dynamic
2025.12
0.0014
0.0011
3
NRL-GT
Attack Scenario=Dynamic
2025.12
0.0016
0.0017
4
ATTRP
Attack Scenario=Dynamic
2025.12
0.0081
0.0072
5
KNN
Attack Scenario=Dynamic
2025.12
0.0083
0.011
6
DT
Attack Scenario=Dynamic
2025.12
0.0117
0.0152
7
SPP-CNN
Attack Scenario=Dynamic
2025.12
0.0155
0.0105
8
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