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Graph Reasoning on Scenario-Simulation Graph Dataset
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100
Connectivity
LOM-action
-4
23
50
77
Apr 8, 2026
Connectivity
Neighbor Accuracy
Predecessor Accuracy
Edge Prediction Accuracy
Graph Info Feature Correlation
Node Info Feature Correlation
Bipartite Maximum Matching Score
Maximum Flow Score
Constraint Connection Score
Constraint Path Score
Delta+1 Coloring Accuracy
Overall Score
Updated 6d ago
Evaluation Results
Method
Method
Links
Connectivity
Neighbor Accuracy
Predecessor Accuracy
Edge Prediction Accuracy
Graph Info Feature Correlation
Node Info Feature Correlation
Bipartite Maximum Matching Score
Maximum Flow Score
Constraint Connection Score
Constraint Path Score
Delta+1 Coloring Accuracy
Overall Score
LOM-action
2026.04
100
100
100
100
100
100
100
100
98.7
95.9
100
98.74
Doubao-1.8
2026.04
0
0
0
0
0
0
2
0
32.5
60.2
22
24.42
DeepSeek-V3.2
2026.04
0
0
0
0
92
6
26
2
35.1
67.1
41
36.21
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