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ResearchFormerly WizWand

Physical Reasoning on Kinetix

26.89Att. 1 ScoreGPT-o3
7.317212.398617.4822.5614Mar 1, 2026
Updated 7mo ago

Evaluation results

MethodLinks
GPT-o3Policy Model=GPT-o3, World Model=-2026.0326.89
GPT-o3Policy Model=GPT-o3, World Model=GPT-o32026.0324.5
Gemini-2.5-ProPolicy Model=Gemini-2.5-Pro, World Model=-2026.0324.1
Claude 4.0 OpusPolicy Model=Claude 4.0 Opus, World Model=-2026.0323.2
Gemini-2.5-ProPolicy Model=Gemini-2.5-Pro, World Model=Gemini-2.5-Pro2026.0321.8
MOCKPolicy Model=MOCK, World Model=-2026.0321.4
Claude 4.0 OpusPolicy Model=Claude 4.0 Opus, World Model=Claude 4.0 Opus2026.0320.5
Qwen-3B^P&I GRPOPolicy Model=Qwen-3B^P&I GRPO, World Model=Qwen-3B^P&I2026.0319.45
Qwen-3B^P&I GRPOPolicy Model=Qwen-3B^P&I GRPO, World Model=-2026.0319.18
Qwen-7B^P&I GRPOPolicy Model=Qwen-7B^P&I GRPO, World Model=-2026.0319.18
Qwen-7B^P&I GRPOPolicy Model=Qwen-7B^P&I GRPO, World Model=Qwen-7B^P&I2026.0318.96
Qwen-7B^I GRPOPolicy Model=Qwen-7B^I GRPO, World Model=-2026.0316.44
Qwen-7B^I GRPOPolicy Model=Qwen-7B^I GRPO, World Model=Qwen-7B^I2026.0316.44
Qwen-3BPolicy Model=Qwen-3B, World Model=-2026.0316.22
Qwen-7B^P SFTPolicy Model=Qwen-7B^P SFT, World Model=Qwen-7B^P2026.0315.31
Qwen-32BPolicy Model=Qwen-32B, World Model=-2026.0315.2
Qwen-3B^P&I SFTPolicy Model=Qwen-3B^P&I SFT, World Model=Qwen-3B^P&I2026.0315.11
Qwen-3B^P&I SFTPolicy Model=Qwen-3B^P&I SFT, World Model=-2026.0315.07
Qwen-7B^P SFTPolicy Model=Qwen-7B^P SFT, World Model=-2026.0315.07
Qwen-7B^P&I SFTPolicy Model=Qwen-7B^P&I SFT, World Model=-2026.0315.07
Qwen-7B^P&I SFTPolicy Model=Qwen-7B^P&I SFT, World Model=Qwen-7B^P&I2026.0314.88
Qwen-72BPolicy Model=Qwen-72B, World Model=-2026.0314.86
Qwen-7B^P GRPOPolicy Model=Qwen-7B^P GRPO, World Model=Qwen-7B^P2026.0313.91
Qwen-3B^P SFTPolicy Model=Qwen-3B^P SFT, World Model=-2026.0313.7
Qwen-7B^I SFTPolicy Model=Qwen-7B^I SFT, World Model=-2026.0313.7
Qwen-7B^P GRPOPolicy Model=Qwen-7B^P GRPO, World Model=-2026.0313.7
Qwen-3B^P SFTPolicy Model=Qwen-3B^P SFT, World Model=Qwen-3B^P2026.0313.55
Qwen-7BPolicy Model=Qwen-7B, World Model=-2026.0313.51
Qwen-7B^I SFTPolicy Model=Qwen-7B^I SFT, World Model=Qwen-7B^I2026.0313.49
Qwen-3B^P GRPOPolicy Model=Qwen-3B^P GRPO, World Model=-2026.0312.33
Qwen-3B^P GRPOPolicy Model=Qwen-3B^P GRPO, World Model=Qwen-3B^P2026.0312.33
Qwen-72BPolicy Model=Qwen-72B, World Model=Qwen-72B2026.0312.16
Qwen-3B^I SFTPolicy Model=Qwen-3B^I SFT, World Model=Qwen-3B^I2026.039.82
Qwen-3B^I SFTPolicy Model=Qwen-3B^I SFT, World Model=-2026.039.6
Qwen-3B^I GRPOPolicy Model=Qwen-3B^I GRPO, World Model=-2026.038.2
Qwen-3B^I GRPOPolicy Model=Qwen-3B^I GRPO, World Model=Qwen-3B^I2026.038.07