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Logic Puzzle Solving on ZebraLogic

60.8AccuracyGreedy (BL)
1.20816.67932.1547.621Apr 22, 2026Apr 29, 2026May 6, 2026May 13, 2026May 20, 2026May 27, 2026Jun 4, 2026

Evaluation results

MethodLinks
Greedy (BL)Model=Phi-4-reasoning-plus (13B)2026.0460.8
BranchingModel=Phi-4-reasoning-plus (13B)2026.0460.4
SteeringModel=Phi-4-reasoning-plus (13B)2026.0460.2
TTPOModel=Phi-4-reasoning-plus (13B)2026.0458.4
Beam Search (BL)Model=Phi-4-reasoning-plus (13B)2026.0457.8
TTPOModel=Gemma-3-12b-it2026.0455.6
Greedy (BL)Model=Gemma-3-12b-it2026.0453.2
SteeringModel=Gemma-3-12b-it2026.0453.2
BranchingModel=Gemma-3-12b-it2026.0452.4
Beam Search (BL)Model=Gemma-3-12b-it2026.0451.8
BranchingModel=Gemma-3-4b-it2026.0442
TTPOModel=Gemma-3-4b-it2026.0440.4
SteeringModel=Phi-4-mini-instruct (4B)2026.0439.6
BranchingModel=Phi-4-mini-instruct (4B)2026.0439.6
SteeringModel=Gemma-3-4b-it2026.0439
Greedy (BL)Model=Gemma-3-4b-it2026.0438.8
Greedy (BL)Model=Phi-4-mini-instruct (4B)2026.0438.8
TTPOModel=Phi-4-mini-instruct (4B)2026.0438.6
Beam Search (BL)Model=Gemma-3-4b-it2026.0433.4
Beam Search (BL)Model=Phi-4-mini-instruct (4B)2026.0431.8
OPDLM-8BScale=8B, Tokens=0.066B, FLOPs=4.2, Decoding Strategy=greedy static decoding, Block Size=42026.0612.9
OPDLM-4BScale=4B, Tokens=0.076B, FLOPs=2.4, Decoding Strategy=greedy static decoding, Block Size=42026.0610.5
SDAR-8BScale=8B, Tokens=55B, FLOPs=2640, Decoding Strategy=greedy static decoding, Block Size=42026.067.8
SDAR-4BScale=4B, Tokens=55B, FLOPs=1320, Decoding Strategy=greedy static decoding, Block Size=42026.066.3
Fast-dLLM-v2-7BScale=8B, Tokens=1B, FLOPs=42, Decoding Strategy=greedy static decoding, Block Size=42026.063.5