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Graph reasoning on GraphWiz (test)
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45.6
Cycle Detection
MTN
43.52
44.06
44.6
45.14
Nov 30, 2025
Cycle Detection
Connectivity
Bipartite Graph Accuracy
Topological Sort
Shortest Path
Maximum Triangle Sum
Maximum Flow
Hamilton Path
Subgraph Matching
Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Cycle Detection
Connectivity
Bipartite Graph Accuracy
Topological Sort
Shortest Path
Maximum Triangle Sum
Maximum Flow
Hamilton Path
Subgraph Matching
Average Accuracy
MTN
approach=fine-tuning a...
2025.11
45.6
75.6
62.7
13.7
24.7
29.3
10.2
48.5
84
43.8
AutoBRANE
2025.11
43.8
78.3
65.6
22.1
21.6
29.6
15.7
47.8
85.2
45.5
GradTAG
approach=Multi-Task Le...
2025.11
43.6
76.2
64.7
20.1
25.2
29.3
13.2
46.4
83.1
44.7
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