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NP-hard Graph Problems (Aggregate) on Large-scale graphs
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28.1
Accuracy
NPG-Muse-7B
-1.124
6.463
14.05
21.637
Aug 28, 2025
Accuracy
Feasibility
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Feasibility
NPG-Muse-7B
Category=NPG-Muse
2025.08
28.1
78.4
QwQ-32B
Category=Reasoning
2025.08
26.5
89.5
NPG-Muse-8B
Category=NPG-Muse
2025.08
22.7
85.1
LLaMA-8B-GT
Category=Graph-oriented
2025.08
22.6
-
Claude-3.5-sonnet
Category=Closed-source
2025.08
8.4
87.7
GPT-4o
Category=Closed-source
2025.08
6.1
85.3
LLaMA3-70B-Ins
Category=Non-reasoning
2025.08
4.1
61
G1-7B
Category=Graph-oriented
2025.08
2
-
Qwen2.5-7B-Ins-1M
Category=Non-reasoning
2025.08
1.6
49.3
Qwen3-8B-Base
Category=Non-reasoning
2025.08
1.2
37.9
S1.1-7B
Category=Reasoning
2025.08
1.1
38
GraphWiz-7B-DPO
Category=Graph-oriented
2025.08
0
22.9
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