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Graph Reasoning on CLRS-Text (test)
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0.896
BFS Accuracy
AutoBRANE
0.78888
0.81669
0.8445
0.87231
Nov 30, 2025
BFS Accuracy
DFS Accuracy
Topological Sort Accuracy
Articulation Points Accuracy
Bridges Accuracy
SCC Accuracy
MST Kruskal Accuracy
MST Prim Accuracy
Dijkstra Accuracy
Bellman Ford Accuracy
DAG Reachability Accuracy
Floyd Warshall Accuracy
Overall Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
BFS Accuracy
DFS Accuracy
Topological Sort Accuracy
Articulation Points Accuracy
Bridges Accuracy
SCC Accuracy
MST Kruskal Accuracy
MST Prim Accuracy
Dijkstra Accuracy
Bellman Ford Accuracy
DAG Reachability Accuracy
Floyd Warshall Accuracy
Overall Accuracy
AutoBRANE
2025.11
0.896
0.625
0.182
0.984
0.732
0.952
0.989
0.642
0.65
0.85
0.857
0.43
0.733
GradTAG
approach=Multi-Task Le...
2025.11
0.835
0.557
0.188
0.974
0.733
0.941
0.986
0.629
0.641
0.791
0.891
0.345
0.709
MTN
approach=fine-tuning a...
2025.11
0.793
0.511
0.19
0.969
0.734
0.936
0.985
0.621
0.636
0.748
0.911
0.293
0.694
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