Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Multi-Agent Path Finding on 3-agent 10x10 (test)
Loading...
32
Valid Rate
Qwen3-4B + GRPO + Ours
1.4968
9.4159
17.335
25.2541
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
32
16
Kimi-K2.5
2026.06
23.33
16
Qwen3-4B + GRPO (random)
Backbone=Qwen3-4B, Tra...
2026.06
19.33
13.33
Grok-4.2
2026.06
14.67
10
GPT-5.4
2026.06
12.67
7.33
Gemini-3.1-Pro
2026.06
8
4.67
Qwen3-4B (base)
Backbone=Qwen3-4B
2026.06
2.67
2.67
Feedback
Search any
task
Search any
task