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Narrative Understanding on HS

87.8First-Token AccuracyPhi-4-14B
32.88847.14461.475.656May 21, 2025

Evaluation results

MethodLinks
Phi-4-14BStrategy=Prefilling2025.0587.8
Ministral-8BStrategy=Prefilling2025.0586.5
Phi-4-14BStrategy=Prompt Engineering2025.0585.6
Ministral-8BStrategy=FTP2025.0581.1
Mistral-Nemo-12BStrategy=Prefilling2025.0576.4
Gemma-2-9BStrategy=Prefilling2025.0569.8
Llama-3.1-8BStrategy=Prefilling2025.0569
Ministral-8BStrategy=Prompt Engineering2025.0568.6
Qwen-2-7BStrategy=Prefilling2025.0565.2
Qwen-2-7BStrategy=Prompt Engineering2025.0565
Gemma-2-9BStrategy=Prompt Engineering2025.0563.6
Phi-4-14BStrategy=FTP2025.0561.2
Gemma-7BStrategy=Prefilling2025.0556.3
Qwen-2-7BStrategy=FTP2025.0553.4
Mistral-Nemo-12BStrategy=Prompt Engineering2025.0552.6
Llama-3.1-8BStrategy=FTP2025.0552.2
Mistral-Nemo-12BStrategy=FTP2025.0551.6
Llama-3.1-8BStrategy=Prompt Engineering2025.0549.2
Gemma-7BStrategy=Prompt Engineering2025.0543.9
Gemma-2-9BStrategy=FTP2025.0543
Zephyr-7BStrategy=Prompt Engineering2025.0540
Gemma-7BStrategy=FTP2025.0536.3
Zephyr-7BStrategy=Prefilling2025.0536.1
Zephyr-7BStrategy=FTP2025.0535