data/best_metrics.csv

index,model,run,accuracy,precision,recall,f1,ratio_valid_classifications
1,Llama3.1-8B (1.0-epoch),Llama3.1-8B (1.0-epoch),0.78,0.810582723471486,0.78,0.7924651054056209,1.0
2,Llama3.1-70B (1.0-epoch),Llama3.1-70B (1.0-epoch),0.7963333333333333,0.8248972880055918,0.7963333333333333,0.8076868978089201,1.0
3,Mistral-7B (1.4-epoch),Mistral-7B (1.4-epoch),0.75,0.7885868317699068,0.75,0.7648234347578796,1.0
4,InternLM2.5-7B (0.8-epoch),InternLM2.5-7B (0.8-epoch),0.7496666666666667,0.8041871978859686,0.7496666666666667,0.7660159670998776,1.0
5,InternLM2.5-7B-1M (0.8-epoch),InternLM2.5-7B-1M (0.8-epoch),0.803,0.8031411888150441,0.803,0.8028064320197301,1.0
6,InternLM2.5-20B (0.8-epoch),InternLM2.5-20B (0.8-epoch),0.795,0.817457691710893,0.795,0.8027552955647029,1.0
7,Qwen2-7B (0.4-epoch),Qwen2-7B (0.4-epoch),0.759,0.8005303465799652,0.759,0.7748745026535183,1.0
8,Qwen2-72B (1.8-epoch),Qwen2-72B (1.8-epoch),0.784,0.8354349234761956,0.784,0.804194683154365,1.0
9,Qwen2.5-0.5B (1.4-epoch),Qwen2.5-0.5B (1.4-epoch),0.5843333333333334,0.6559808590166016,0.5843333333333334,0.6086767064128167,1.0
10,Qwen2.5-1.5B (0.8-epoch),Qwen2.5-1.5B (0.8-epoch),0.6583333333333333,0.7364753067653045,0.6583333333333333,0.6860876366125171,1.0
11,Qwen2.5-3B (1.4-epoch),Qwen2.5-3B (1.4-epoch),0.7233333333333334,0.7720989063414209,0.7233333333333334,0.7410476466041488,1.0
12,Qwen2.5-7B (1.0-epoch),Qwen2.5-7B (1.0-epoch),0.771,0.8005814962709542,0.771,0.7814602739241332,0.9993333333333333
13,gpt-4o-mini (0-shot),gpt-4o-mini (0-shot),0.7176666666666667,0.785706730193659,0.7176666666666667,0.7296061848734905,1.0
14,gpt-4o (10-shot),gpt-4o (10-shot),0.7916666666666666,0.8227707658360168,0.7916666666666666,0.803614688453356,0.9996666666666667
15,o1-mini (50-shot),o1-mini (50-shot),0.75,0.7767849265833893,0.75,0.7590020698968893,1.0
16,o1-preview (50-shot),o1-preview (50-shot),0.7546666666666667,0.7979981023789272,0.7546666666666667,0.7708181822112403,0.9996666666666667
17,Qwen2.5-72B (10-shot),Qwen2.5-72B (10-shot),0.8103333333333333,0.8136844357537636,0.8103333333333333,0.8088046626262355,0.998