Graph Reasoning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1Rank
50
Feb 26, 2026
56.7QwenScore
32
Mar 4, 2026
0.585QwenScore
32
Mar 4, 2026
0.71QwenScore
32
Mar 4, 2026
69.6QwenScore
32
Mar 4, 2026
81.9QwenScore
32
Mar 4, 2026
38.91GraphWiz Score
30
May 14, 2026
100Average Acc
22
May 12, 2026
92Average Performance
21
May 12, 2026
93.1Cycle Accuracy
16
May 12, 2026
100Success Rate
16
May 12, 2026
97Success Rate
16
May 12, 2026
99.35Connect
15
Feb 26, 2026
59Correct Answers
12
Apr 3, 2026
99Undirected Cycle
9
Jul 9, 2026
0.2Inference Time (s)
9
Mar 4, 2026
98.8Avg Accuracy
9
May 12, 2026
48.87E-COMMERCE (R-L) Score
9
Feb 26, 2026
82.71Precision
4
Jun 30, 2026
100Connectivity
3
Apr 13, 2026
45.6Cycle Detection
3
Feb 26, 2026
0.896BFS Accuracy
3
Feb 26, 2026