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Commonsense Reasoning on Average Zero-shot Reasoning

61.76AccuracyQwen3-8B + CAT-Q
47.740851.380455.0258.6596Jun 25, 2026

Evaluation results

MethodLinks
Qwen3-8B + CAT-Q#Tokens=1M, Quantization=W1.58A162026.0661.76
TernaryLLM-8B+KD#Tokens=1T, Quantization=W1.58A162026.0660.04
Qwen3-4B + CAT-Q#Tokens=2M, Quantization=W1.58A162026.0658.8
TequilaLLM-3B#Tokens=10B, Quantization=W1.58A162026.0657.6
BitNetV1-7B#Tokens=100B, Quantization=W1.58A162026.0657.42
Qwen3-4B + CAT-Q#Tokens=1M, Quantization=W1.58A162026.0657.06
TriLM-3.9B#Tokens=300B, Quantization=W1.58A162026.0656.55
BitNetV1-3.9B#Tokens=100B, Quantization=W1.58A162026.0654.16
Qwen3-1.7B + CAT-Q#Tokens=1M, Quantization=W1.58A162026.0651.01
TriLM-1.5B#Tokens=300B, Quantization=W1.58A162026.0650.2
BitNetV1-1.3B#Tokens=100B, Quantization=W1.58A162026.0648.28