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Benchmarks
Multi-Agent Path Finding on 3-agent 7x7 (evaluation)
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46
Valid Rate
Qwen3-4B + GRPO + Ours
6.48
16.74
27
37.26
Jun 16, 2026
Valid Rate
Optimal Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Valid Rate
Optimal Rate
Qwen3-4B + GRPO + Ours
Backbone=Qwen3-4B, Tra...
2026.06
46
26
Qwen3-4B + GRPO (random)
Backbone=Qwen3-4B, Tra...
2026.06
38.67
21.33
Kimi-K2.5
2026.06
38
22.67
Grok-4.2
2026.06
29.33
12
GPT-5.4
2026.06
20.67
12.67
Gemini-3.1-Pro
2026.06
18.67
9.33
Qwen3-4B (base)
Backbone=Qwen3-4B
2026.06
8
8
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