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Benchmarks
Robustness Prediction on SF (Dynamic)
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0.0003
Mean Error
HGNNs
-0.000164
0.002696
0.005555
0.008414
Dec 26, 2025
Mean Error
Standard Deviation
Average Rank
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Error
Standard Deviation
Average Rank
HGNNs
Attack Scenario=Dynamic
2025.12
0.0003
0.0003
1
HWL-HIN
Attack Scenario=Dynamic
2025.12
0.0003
0.0003
2
GIN-MAS
Attack Scenario=Dynamic
2025.12
0.0007
0.0006
3
NRL-GT
Attack Scenario=Dynamic
2025.12
0.0009
0.001
4
SPP-CNN
Attack Scenario=Dynamic
2025.12
0.0067
0.0048
5
KNN
Attack Scenario=Dynamic
2025.12
0.0069
0.0085
6
ATTRP
Attack Scenario=Dynamic
2025.12
0.007
0.0052
7
DT
Attack Scenario=Dynamic
2025.12
0.0109
0.0128
8
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