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Benchmarks
Route Tracing on MapTrace
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82.4
Accuracy
w/o Tool
28.32
42.36
56.4
70.44
Jun 11, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
w/o Tool
Model Type=Ablation
2026.06
82.4
GPT-5
Model Type=Commercial
2026.06
82.2
Gemini-2.5-Pro
Model Type=Commercial
2026.06
80.4
PERIA-8B
Model Type=Proposed
2026.06
77.7
InternVL3.5-14B
Model Type=Open-Source
2026.06
76.2
Qwen3-32B
Model Type=Open-Source
2026.06
75.5
Qwen3-30B
Model Type=Open-Source
2026.06
75
w/o RL
Model Type=Ablation
2026.06
74.2
Qwen3-8B
Model Type=Backbone Ba...
2026.06
74.1
Qwen3-235B
Model Type=Open-Source
2026.06
72.9
w/o SFT
Model Type=Ablation
2026.06
71.1
InternVL3.5-8B
Model Type=Open-Source
2026.06
70.8
Gemini-2.5-Flash
Model Type=Commercial
2026.06
66.4
VTool-R1-7B
Model Type=Tool-Augmented
2026.06
45.2
R1-OneVision-7B
Model Type=Tool-Augmented
2026.06
41.9
Mini-o3
Model Type=Tool-Augmented
2026.06
30.4
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