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Benchmarks
Spatial decision-making on Maze, MiniBehavior, and FrozenLake Average
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79.15
Success Rate (%)
SpecFlow
36.4684
47.5492
58.63
69.7108
Jun 1, 2026
Success Rate (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate (%)
SpecFlow
Setting=Flow(image) +...
2026.06
79.15
Gemini-3-Flash
Setting=Naive
2026.06
77.67
DiffThinker
Setting=Flow(image) Only
2026.06
75.59
GPT-5.1
Setting=Naive
2026.06
74.53
MVoT
Setting=Autoregressive
2026.06
74.1
Qwen3-VL-32B
Setting=SFT
2026.06
63.27
Qwen3-VL-32B
Setting=GRPO
2026.06
59.83
Qwen3-VL-8B
Setting=SFT
2026.06
54.25
Qwen3-VL-8B
Setting=GRPO
2026.06
50.73
Qwen3-VL-32B
Setting=Naive
2026.06
48.02
Qwen3-VL-8B
Setting=Naive
2026.06
38.11
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