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ResearchFormerly WizWand

Agentic Planning on DeepPlanning (remaining 20% tasks)

13.6Avg@16OPD + Q3-only
11.5212.0612.613.14Apr 15, 2026
Updated 6mo ago

Evaluation results

MethodLinks
OPD + Q3-onlyStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-32B, Thinking-enabled=true, Token Retention Rate=20%, Selection Strategy=Q3 quadrant (TIP)2026.0413.6
Entropy-onlyStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-32B, Thinking-enabled=true, Token Retention Rate=50%, Selection Strategy=Entropy-based2026.0413.1
OPD + Soft-ORStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-32B, Thinking-enabled=true, Token Retention Rate=50%, Selection Strategy=Soft-OR2026.0413.1
OPD (all tokens)Student Model=Qwen3-1.7B, Teacher Model=Qwen3-32B, Thinking-enabled=true, Token Retention Rate=100%, Selection Strategy=Full tokens2026.0412.8
Entropy-onlyStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-32B, Thinking-enabled=true, Token Retention Rate=20%, Selection Strategy=Entropy-based2026.0412.7
OPD + Q3-onlyStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-14B, Thinking-enabled=true, Token Retention Rate=20%, Selection Strategy=Q3 quadrant (TIP)2026.0412.6
OPD + Soft-ORStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-32B, Thinking-enabled=true, Token Retention Rate=20%, Selection Strategy=Soft-OR2026.0412.6
Entropy-onlyStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-14B, Thinking-enabled=true, Token Retention Rate=50%, Selection Strategy=Entropy-based2026.0412.1
OPD + Soft-ORStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-14B, Thinking-enabled=true, Token Retention Rate=20%, Selection Strategy=Soft-OR2026.0412.1
OPD + Soft-ORStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-14B, Thinking-enabled=true, Token Retention Rate=50%, Selection Strategy=Soft-OR2026.0412
OPD (all tokens)Student Model=Qwen3-1.7B, Teacher Model=Qwen3-14B, Thinking-enabled=true, Token Retention Rate=100%, Selection Strategy=Full tokens2026.0411.7
Entropy-onlyStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-14B, Thinking-enabled=true, Token Retention Rate=20%, Selection Strategy=Entropy-based2026.0411.6