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ResearchFormerly WizWand

Legal Sentencing Prediction on CJO22

44.29AccuracyMSR2-Qwen3-8B
11.706820.165928.62537.0841Feb 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MSR2-Qwen3-8BMethod Category=Fine-tuning2026.0244.2937.4330.7328.07
Qwen3-8B-FTMethod Category=Fine-tuning2026.0237.6336.4521.8519.87
Qwen3-235B-A22B-DIMethod Category=Direct Inference, Evaluation Protocol=Zero-shot2026.0237.2834.8126.3527.29
RobertaMethod Category=Classification Methods2026.0235.3423.1120.2419.27
CNNMethod Category=Classification Methods2026.0234.2815.3416.4713.79
LADANMethod Category=Classification Methods2026.0233.6926.422.9424.55
BERTMethod Category=Classification Methods2026.0233.5719.8617.8816.47
TFIDF+SVMMethod Category=Classification Methods2026.0233.1623.1719.720.01
Llama3-8B-FTMethod Category=Fine-tuning2026.0231.6832.0519.4817.26
Qwen3-14B-RAGMethod Category=Retrieval-augmented Generation2026.0230.5727.0724.0523.81
Qwen3-32B-DRMethod Category=Direct Reasoning2026.0230.0926.227.9624.53
Qwen3-8B-RAGMethod Category=Retrieval-augmented Generation2026.0229.0322.7524.2620.95
Qwen3-32B-DIMethod Category=Direct Inference, Evaluation Protocol=Zero-shot2026.0228.4527.8222.6722.06
PLJP-GPT-4o-miniMethod Category=Retrieval-augmented Generation2026.0227.9224.8820.918.63
Qwen3-14B-DIMethod Category=Direct Inference, Evaluation Protocol=Zero-shot2026.0227.824.1826.5122.42
Qwen3-14B-DRMethod Category=Direct Reasoning2026.0227.824.1826.5122.42
TopJudgeMethod Category=Classification Methods2026.0227.1419.7617.6917.94
NeurJudgeMethod Category=Classification Methods2026.0226.826.8126.8525.97
Qwen3-8B-DRMethod Category=Direct Reasoning2026.0222.6722.9122.8718.87
Qwen3-8B-DIMethod Category=Direct Inference, Evaluation Protocol=Zero-shot2026.0215.1435.8115.411.28
Llama3-8B-DIMethod Category=Direct Inference, Evaluation Protocol=Zero-shot2026.0212.9616.6312.458.69