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Table Explicitation

95.1GriTStopMistral 24B
66.81274.15681.588.844May 13, 2026

Evaluation results

MethodLinks
Mistral 24BApproach=LIFT (Last-Mile Fine-Tuning)2026.0595.192.5
Mistral 24BApproach=EEFT (End-to-End Fine-Tuning)2026.0594.291.2
Mistral 7BApproach=LIFT (Last-Mile Fine-Tuning)2026.0592.688
Mistral 7BApproach=EEFT (End-to-End Fine-Tuning)2026.0591.786.7
Phi-4 14BApproach=LIFT (Last-Mile Fine-Tuning)2026.0591.587.2
Llama 3.2 3BApproach=EEFT (End-to-End Fine-Tuning)2026.0588.882.4
Phi-4 14BApproach=EEFT (End-to-End Fine-Tuning)2026.0588.783.2
Qwen 3 4BApproach=EEFT (End-to-End Fine-Tuning)2026.0588.482.3
Qwen 3 4BApproach=LIFT (Last-Mile Fine-Tuning)2026.0588.281.9
Llama 3.2 3BApproach=LIFT (Last-Mile Fine-Tuning)2026.0587.881.4
Phi-4 14BApproach=SD (Self-Debug)2026.0586.279
Llama 3.2 1BApproach=EEFT (End-to-End Fine-Tuning)2026.0585.576.6
Mistral 24BApproach=SD (Self-Debug)2026.0585.277.4
Llama 3.2 1BApproach=LIFT (Last-Mile Fine-Tuning)2026.0584.174.9
Qwen 3 4BApproach=SD (Self-Debug)2026.0582.575
Mistral 7BApproach=SD (Self-Debug)2026.057663.4
Llama 3.2 3BApproach=SD (Self-Debug)2026.0573.260.6
Llama 3.2 1BApproach=SD (Self-Debug)2026.0567.954.4