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35.6
Success Rate (SR)
CompassNav (SFT+RFT)
1.696
10.498
19.3
28.102
Oct 11, 2025
Success Rate (SR)
Success weighted Path Length (SPL)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate (SR)
Success weighted Path Length (SPL)
CompassNav (SFT+RFT)
Model Source=Our Model...
2025.10
35.6
14.8
GPT-o4-mini
Model Source=Closed-So...
2025.10
33.4
13.2
GPT-4o
Model Source=Closed-So...
2025.10
29.8
13.2
Gemini-2.5-Flash
Model Source=Closed-So...
2025.10
24.1
9.7
CompassNav (SFT)
Model Source=Our Model...
2025.10
23.9
7.9
Base Model
Model Source=Our Model...
2025.10
19.8
5.2
Qwen2.5-VL-3B
Model Source=Open-sour...
2025.10
8.7
3.2
Qwen2-VL-7B
Model Source=Open-sour...
2025.10
5.3
3.6
LLama3.2-11B
Model Source=Open-sour...
2025.10
3
2.5
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