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finish task 4 canary analysis #4
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| { | ||
| "n": 1509, | ||
| "file": "/data/yue/Luis_data/ChemQA/eval/results_dataset_final/gemma3_12b/base_chemqa.jsonl", | ||
| "CIDEr": 0.007813678111936988, | ||
| "BLEU-1": 0.1742750660854814, | ||
| "BLEU-4": 0.01952830904850304, | ||
| "ROUGE-L": 0.14044466257598223 | ||
| } |
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| { | ||
| "n": 1509, | ||
| "file": "/data/yue/Luis_data/ChemQA/eval/results_dataset_final/gemma3_12b/ft_chemqa.jsonl", | ||
| "CIDEr": 0.3017220394119498, | ||
| "BLEU-1": 0.39298091390123585, | ||
| "BLEU-4": 0.12178643557164551, | ||
| "ROUGE-L": 0.2854779966380466 | ||
| } |
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| { | ||
| "n": 1509, | ||
| "file": "/data/yue/Luis_data/ChemQA/eval/results_dataset_final/llama3_1_8b/base_chemqa.jsonl", | ||
| "CIDEr": 0.007154326827312512, | ||
| "BLEU-1": 0.1739095396393665, | ||
| "BLEU-4": 0.024405300152486317, | ||
| "ROUGE-L": 0.14639087486269248 | ||
| } |
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| { | ||
| "n": 1509, | ||
| "file": "/data/yue/Luis_data/ChemQA/eval/results_dataset_final/llama3_1_8b/ft_chemqa.jsonl", | ||
| "CIDEr": 0.275332119430238, | ||
| "BLEU-1": 0.3806338204175452, | ||
| "BLEU-4": 0.1132892398893474, | ||
| "ROUGE-L": 0.27707005740155305 | ||
| } |
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| "file": "/data/yue/Luis_data/ChemQA/eval/results_dataset_final/qwen2_5_14b/base_chemqa.jsonl", | ||
| "CIDEr": 0.0020658071237885283, | ||
| "BLEU-1": 0.1690406209963065, | ||
| "BLEU-4": 0.02195909746742649, | ||
| "ROUGE-L": 0.15548318474879316 | ||
| } |
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| "n": 1509, | ||
| "file": "/data/yue/Luis_data/ChemQA/eval/results_dataset_final/qwen2_5_14b/ft_chemqa.jsonl", | ||
| "CIDEr": 0.31432345504993275, | ||
| "BLEU-1": 0.39555647304724456, | ||
| "BLEU-4": 0.12470210604655615, | ||
| "ROUGE-L": 0.2863386757828791 | ||
| } |
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| # dataset_final Evaluation Results | ||
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| Flattened from `dataset_final.jsonl` (compound-level QA pairs); reference = `phase2_answer`. | ||
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| | model | variant | n | CIDEr | BLEU-1 | BLEU-4 | ROUGE-L | | ||
| |---|---|---|---|---|---|---| | ||
| | gemma3_12b | base | 1509 | 0.0078 | 0.1743 | 0.0195 | 0.1404 | | ||
| | gemma3_12b | finetuned | 1509 | 0.3017 | 0.3930 | 0.1218 | 0.2855 | | ||
| | llama3_1_8b | base | 1509 | 0.0072 | 0.1739 | 0.0244 | 0.1464 | | ||
| | llama3_1_8b | finetuned | 1509 | 0.2753 | 0.3806 | 0.1133 | 0.2771 | | ||
| | qwen2_5_14b | base | 1509 | 0.0021 | 0.1690 | 0.0220 | 0.1555 | | ||
| | qwen2_5_14b | finetuned | 1509 | 0.3143 | 0.3956 | 0.1247 | 0.2863 | | ||
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| | model | variant | n | CIDEr | BLEU-1 | BLEU-4 | ROUGE-L | | ||
| |---|---|---|---|---|---|---| | ||
| | gemma3_12b | base | 1509 | 0.0078 | 0.1743 | 0.0195 | 0.1404 | | ||
| | gemma3_12b | finetuned | 1509 | 0.3017 | 0.3930 | 0.1218 | 0.2855 | | ||
| | llama3_1_8b | base | 1509 | 0.0072 | 0.1739 | 0.0244 | 0.1464 | | ||
| | llama3_1_8b | finetuned | 1509 | 0.2753 | 0.3806 | 0.1133 | 0.2771 | | ||
| | qwen2_5_14b | base | 1509 | 0.0021 | 0.1690 | 0.0220 | 0.1555 | | ||
| | qwen2_5_14b | finetuned | 1509 | 0.3143 | 0.3956 | 0.1247 | 0.2863 | | ||
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@yuehu99 add code . github is for code