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Benchmarks
Graph Reasoning on GraphInstruct
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64.9
Linear Performance
NPG-Muse-8B
46.076
50.963
55.85
60.737
Aug 28, 2025
Linear Performance
Poly-Time Performance
NP-Complete Performance
Average Performance
Updated 4d ago
Evaluation Results
Method
Method
Links
Linear Performance
Poly-Time Performance
NP-Complete Performance
Average Performance
NPG-Muse-8B
Parameters=8B
2025.08
64.9
46.3
75
54.4
Qwen2.5-14B-Instruct-1M
Backbone=Qwen2.5, Para...
2025.08
60.8
18.3
81.9
40.9
Qwen3-14B-Base
Backbone=Qwen3, Parame...
2025.08
54.3
15.5
71.8
32.6
NPG-Muse-7B
Parameters=7B
2025.08
51.3
17.8
64.8
36.2
Qwen3-8B-Base
Backbone=Qwen3, Parame...
2025.08
49.4
9.7
65
25.2
Qwen2.5-7B-Ins-1M
Backbone=Qwen2.5, Para...
2025.08
46.8
10.6
75
32.9
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