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Benchmarks
Spatial decision-making on Maze size 4
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94.38
Success Rate (%)
Gemini-3-Flash
60.4136
69.2318
78.05
86.8682
Jun 1, 2026
Success Rate (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate (%)
Gemini-3-Flash
Setting=Naive
2026.06
94.38
SpecFlow
Setting=Flow(image) +...
2026.06
94.12
DiffThinker
Setting=Flow(image) Only
2026.06
93.1
MVoT
Setting=Autoregressive
2026.06
92.03
GPT-5.1
Setting=Naive
2026.06
91.76
Qwen3-VL-32B
Setting=SFT
2026.06
86.21
Qwen3-VL-32B
Setting=GRPO
2026.06
83.02
Qwen3-VL-8B
Setting=SFT
2026.06
78.92
Qwen3-VL-8B
Setting=GRPO
2026.06
75.31
Qwen3-VL-32B
Setting=Naive
2026.06
72.18
Qwen3-VL-8B
Setting=Naive
2026.06
61.72
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