rishuKumar404/vqa-rad-sft-dag-v3-with-dag
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--- dataset_info: features: - name: sample_id dtype: int64 - name: question dtype: string - name: answer dtype: string - name: modality dtype: string - name: sft_output dtype: string - name: conclusion dtype: string - name: n_total dtype: int64 - name: n_valid dtype: int64 - name: n_causal dtype: int64 - name: n_radlex_verified dtype: int64 - name: mean_clip dtype: float64 - name: concepts list: - name: bbox sequence: int64 - name: bbox_consistency dtype: float64 - name: clip_score dtype: float64 - name: consistency dtype: float64 - name: delta_conf dtype: float64 - name: is_pathology dtype: bool - name: layer dtype: string - name: match_score dtype: float64 - name: name dtype: string - name: radlex_category dtype: string - name: radlex_id dtype: string - name: raw_name dtype: string - name: valid dtype: bool - name: concepts_json dtype: string - name: p0 dtype: float64 - name: delta_conf_computed dtype: bool - name: dag_nodes dtype: string - name: dag_edges dtype: string - name: dag_root dtype: string - name: topo_order dtype: string - name: n_dag_nodes dtype: int64 - name: n_dag_edges dtype: int64 - name: n_causal_edges dtype: int64 - name: n_spatial_edges dtype: int64 - name: n_anatomical_edges dtype: int64 splits: - name: train num_bytes: 8872740 num_examples: 1735 download_size: 1971047 dataset_size: 8872740 configs: - config_name: default data_files: - split: train path: data/train-* ---
数据集信息: 特征字段: - 特征名称:样本ID(sample_id),数据类型:int64 - 特征名称:问题(question),数据类型:字符串 - 特征名称:答案(answer),数据类型:字符串 - 特征名称:模态(modality),数据类型:字符串 - 特征名称:监督微调输出(sft_output),数据类型:字符串 - 特征名称:结论(conclusion),数据类型:字符串 - 特征名称:总样本数(n_total),数据类型:int64 - 特征名称:有效样本数(n_valid),数据类型:int64 - 特征名称:因果关系样本数(n_causal),数据类型:int64 - 特征名称:RadLex验证样本数(n_radlex_verified),数据类型:int64 - 特征名称:CLIP平均得分(mean_clip),数据类型:float64 - 特征名称:概念集(concepts),列表类型: - 特征名称:边界框(bbox),序列类型:int64 - 特征名称:边界框一致性(bbox_consistency),数据类型:float64 - 特征名称:CLIP匹配得分(clip_score),数据类型:float64 - 特征名称:一致性(consistency),数据类型:float64 - 特征名称:置信度差值(delta_conf),数据类型:float64 - 特征名称:是否存在病变(is_pathology),数据类型:布尔值 - 特征名称:层级(layer),数据类型:字符串 - 特征名称:匹配得分(match_score),数据类型:float64 - 特征名称:名称(name),数据类型:字符串 - 特征名称:RadLex分类(radlex_category),数据类型:字符串 - 特征名称:RadLex编号(radlex_id),数据类型:字符串 - 特征名称:原始名称(raw_name),数据类型:字符串 - 特征名称:是否有效(valid),数据类型:布尔值 - 特征名称:概念集JSON字符串(concepts_json),数据类型:字符串 - 特征名称:p0值(p0),数据类型:float64 - 特征名称:置信度差值是否已计算(delta_conf_computed),数据类型:布尔值 - 特征名称:有向无环图节点(dag_nodes),数据类型:字符串 - 特征名称:有向无环图边(dag_edges),数据类型:字符串 - 特征名称:有向无环图根节点(dag_root),数据类型:字符串 - 特征名称:拓扑排序结果(topo_order),数据类型:字符串 - 特征名称:有向无环图总节点数(n_dag_nodes),数据类型:int64 - 特征名称:有向无环图总边数(n_dag_edges),数据类型:int64 - 特征名称:因果边总数(n_causal_edges),数据类型:int64 - 特征名称:空间边总数(n_spatial_edges),数据类型:int64 - 特征名称:解剖学边总数(n_anatomical_edges),数据类型:int64 数据集划分: - 划分名称:训练集(train),字节数:8872740,样本数量:1735 下载总大小:1971047 数据集存储总大小:8872740 配置项: - 配置名称:默认配置(default),数据文件: - 数据集划分:训练集(train),文件路径:data/train-*



