{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Evaluate Prompt" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "GPT_SYSTEM_PROMPT = \"\"\"\n", " [情感提示]:\n", " \"现在面对的用户是一个狂躁者患者，需要条理清晰地回答。请在分析中保持友善、精准。\"\n", " [技能]:\n", " - 精通Mermaid流程图解析，能够逐个节点评估流程逻辑。\n", " - 掌握化工机械工艺原理，可准确评定物料守恒、设备工作范围、安全环保法规等方面的合规性。\n", " - 能将各项评分指标进行加权计算，如(物料平衡 × w1 + 设备参数 × w2 + 操作顺序 × w3 + 安全环保 × w4) / (w1 + w2 + w3 + w4)。\n", " - 结合few-shot learning，以合适的示例与注释引导模型更好地完成评分输出。\n", " [Workflows]:\n", " 1. **获取流程图** \n", " - 读取用户提供的Mermaid代码，提取节点及对应操作参数。\n", "\n", " 2. **指标与权重设定** \n", " - 默认指标： \n", " - 物料平衡准确性(Weight=1) \n", " - 设备适用性与参数合理性(Weight=1) \n", " - 操作顺序与条件一致性(Weight=1) \n", " - 安全与环保合规性(Weight=1) \n", " \n", "\n", " 3. **评分与诊断** \n", " - 按上述四个维度对流程图逐项评估，明确扣分点与问题根源。 \n", " - 使用评分标准（0-100分）为每个指标给出量化分数。 \n", " - 将所有指标依据其权重计算综合得分，并说明评估过程。\n", " \n", " [行动指令]:\n", " \"请基于以下Mermaid语言的机械工艺流程图，根据通用与机械领域针对性指标，依照[Workflows]步骤进行评分：\n", " ```在此粘贴Mermaid流程图```\n", " 只需要下面的Json的格式输出。\n", " 根据所给图表，适当调整weight值，要求每个weight各不相同、各有所重，给出综合得分。\"\n", " 如：\n", " {\n", " \"物料平衡准确性\"：{\n", " \"score\":\"90分\",\n", " \"weight\":\"1\"\n", " }\n", " \"设备适用性与参数合理性\"：{\n", " \"score\":\"90分\",\n", " \"weight\":\"1\"\n", " }\n", " \"操作顺序与条件一致性\"：{\n", " \"score\":\"90分\",\n", " \"weight\":\"1\"\n", " }\n", " \"安全与环保合规性\"：{\n", " \"score\":\"90分\",\n", " \"weight\":\"1\"\n", " }\n", " \"综合得分\"：{\n", " \"score\":\"90分\"\n", " }\n", " }\n", " \n", " \"\n", "\n", " \"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Evaluate Scripts" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\dpo\\case0-checkpoint.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\dpo\\case0.json\n", 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"C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case791.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case792.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case793.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case794.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case795.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case796.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case797.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case798.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case799.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case800.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case801.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case802.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case803.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case804.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case805.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case806.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case807.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case808.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case809.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case810.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case811.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case812.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case813.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case814.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case815.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case816.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case817.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case818.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case819.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case820.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case821.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case822.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case823.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case824.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case825.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case826.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case827.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case828.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case829.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case830.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case831.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case832.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case833.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case834.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case835.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case836.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case837.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case838.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case839.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case840.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case841.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case842.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case843.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case844.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case845.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case846.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case847.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case848.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case849.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case850.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case851.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case852.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case853.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case854.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case855.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case856.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case857.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case858.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case859.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case860.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case861.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case862.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case863.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case864.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case865.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case866.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case867.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case868.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case869.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case870.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case871.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case872.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case873.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case874.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case875.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case876.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case877.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case878.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case879.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case880.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case881.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case882.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case883.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case884.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case885.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case886.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case887.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case888.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case889.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case890.json\n", "C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag\\evaluated\\grpoo\\case891.json\n" ] } ], "source": [ "#加载json文件\n", "import json\n", "#使用Path加载路径\n", "from pathlib import Path\n", "DPO='dpo'\n", "GRPO='grpoo'\n", "GRPO_RAG='grpo'\n", "BASE='baseline'\n", "\n", "EVAL='evaluated'\n", "#加载文件\n", "order=[DPO,GRPO,GRPO_RAG,BASE]\n", "rag_dir = Path(r'C:\\Users\\Windows11\\Downloads\\grpo\\Scripts\\rag')\n", "eval_dir=rag_dir / EVAL\n", "dpo_dir=eval_dir / DPO\n", "grpo_dir=eval_dir / GRPO\n", "grpo_rag_dir=eval_dir / GRPO_RAG\n", "base_dir=eval_dir / BASE\n", "dpo_eval={}\n", "grpo_eval={}\n", "grpo_rag_eval={}\n", "base_eval={}\n", "#加载dpo\n", "\n", "for dpo_file in dpo_dir.glob('*.json'):\n", " print(dpo_file)\n", " dpo_eval[dpo_file.name]={}\n", " with open(dpo_file,encoding='utf-8') as f_obj:\n", " dpo_eval[dpo_file.name].update(json.load(f_obj))\n", "#加载grpo\n", "for grpo_file in grpo_dir.glob('*.json'):\n", " print(grpo_file)\n", " grpo_eval[grpo_file.name]={}\n", " with open(grpo_file,encoding='utf-8') as f_obj:\n", " grpo_eval[grpo_file.name].update(json.load(f_obj))\n", "#加载grpo_rag\n", "for grpo_rag_file in grpo_rag_dir.glob('*.json'):\n", " # print(grpo_rag_file)\n", " grpo_rag_eval[grpo_rag_file.name]={}\n", " with open(grpo_rag_file,encoding='utf-8') as f_obj:\n", " grpo_rag_eval[grpo_rag_file.name].update(json.load(f_obj))\n", "#加载base\n", "for base_file in base_dir.glob('*.json'):\n", " # print(base_file)\n", " base_eval[base_file.name]={}\n", " with open(base_file,encoding='utf-8') as f_obj:\n", " base_eval[base_file.name].update(json.load(f_obj))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import requests\n", "import base64\n", "import re\n", "\n", "# ```mermaid\\n([\\s\\S]*)\\n```\n", "MERMAID_MATCH=lambda x:re.findall(r'```mermaid\\s*([\\s\\S]*?)```',x)\n", "ANSWER_MATCH=lambda x:re.findall(r'\\s*(.*?)\\s*',x)\n", "def mermaid_check(graph):\n", " graphbytes = graph.encode(\"utf8\")\n", " base64_bytes = base64.urlsafe_b64encode(graphbytes)\n", " base64_string = base64_bytes.decode(\"ascii\")\n", " try:\n", " response = requests.get(\"https://mermaid.ink/img/\" + base64_string, timeout=5) # 设置超时时间为5秒\n", " return response.status_code == 200\n", " except requests.exceptions.Timeout:\n", " print('请求超时')\n", " return False\n", " except requests.exceptions.RequestException as e:\n", " print(f'请求失败: {e}')\n", " return False" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 主观" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def extract_mermaid(data_dict):\n", " results = {}\n", " generate=0\n", " correct=0\n", " total=0\n", " # 遍历每个案例\n", " for case_name, case_data in data_dict.items():\n", " mermaid=MERMAID_MATCH(case_data['mermaid_output'])\n", " if mermaid:\n", " generate+=1\n", " correct+=mermaid_check(mermaid[0])\n", " total+=1\n", " print(f'case{total}:correct:{correct},generate:{generate}')\n", " \n", " return total,correct,generate" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "case1:correct:1,generate:1\n", "case2:correct:1,generate:2\n", "case3:correct:2,generate:3\n", "case4:correct:2,generate:4\n", "case5:correct:2,generate:5\n", "case6:correct:2,generate:6\n", "case7:correct:3,generate:7\n", "case8:correct:4,generate:8\n", "case9:correct:5,generate:9\n", "case10:correct:6,generate:10\n", "case11:correct:6,generate:11\n", "case12:correct:7,generate:12\n", "case13:correct:8,generate:13\n", "case14:correct:8,generate:13\n", "case15:correct:8,generate:13\n", "case16:correct:9,generate:14\n", "case17:correct:10,generate:15\n", "case18:correct:10,generate:16\n", "case19:correct:10,generate:17\n", "case20:correct:11,generate:18\n", "case21:correct:11,generate:18\n", "case22:correct:12,generate:19\n", "case23:correct:12,generate:20\n", "请求超时\n", "case24:correct:12,generate:21\n", "case25:correct:13,generate:22\n", "case26:correct:13,generate:23\n", "case27:correct:14,generate:24\n", "case28:correct:15,generate:25\n", "case29:correct:16,generate:26\n", "case30:correct:16,generate:27\n", "case31:correct:16,generate:28\n", "case32:correct:17,generate:29\n", "case33:correct:17,generate:30\n", "case34:correct:17,generate:30\n", "case35:correct:18,generate:31\n", "case36:correct:18,generate:31\n", "case37:correct:19,generate:32\n", "case38:correct:19,generate:33\n", "case39:correct:20,generate:34\n", "case40:correct:21,generate:35\n", "case41:correct:21,generate:35\n", "case42:correct:21,generate:36\n", "case43:correct:22,generate:37\n", "请求超时\n", "case44:correct:22,generate:38\n", "case45:correct:23,generate:39\n", "case46:correct:24,generate:40\n", "case47:correct:24,generate:41\n", "case48:correct:25,generate:42\n", "case49:correct:25,generate:43\n", "case50:correct:25,generate:44\n", "case51:correct:25,generate:45\n", "case52:correct:26,generate:46\n", "case53:correct:27,generate:47\n", "case54:correct:28,generate:48\n", "case55:correct:28,generate:48\n", "case56:correct:29,generate:49\n", "case57:correct:30,generate:50\n", "case58:correct:30,generate:51\n", "case59:correct:30,generate:52\n", "case60:correct:31,generate:53\n", "case61:correct:31,generate:54\n", "case62:correct:32,generate:55\n", "case63:correct:32,generate:56\n", "case64:correct:32,generate:57\n", "case65:correct:33,generate:58\n", "case66:correct:34,generate:59\n", "case67:correct:35,generate:60\n", "case68:correct:36,generate:61\n", "case69:correct:37,generate:62\n", "case70:correct:38,generate:63\n", "case71:correct:39,generate:64\n", "case72:correct:40,generate:65\n", "case73:correct:40,generate:66\n", "case74:correct:41,generate:67\n", "case75:correct:41,generate:67\n", "case76:correct:42,generate:68\n", "case77:correct:43,generate:69\n", "case78:correct:44,generate:70\n", "case79:correct:45,generate:71\n", "case80:correct:46,generate:72\n", "case81:correct:47,generate:73\n", "case82:correct:48,generate:74\n", "case83:correct:49,generate:75\n", "case84:correct:50,generate:76\n", "case85:correct:50,generate:77\n", "case86:correct:51,generate:78\n", "case87:correct:52,generate:79\n", "case88:correct:53,generate:80\n", "case89:correct:54,generate:81\n", "case90:correct:55,generate:82\n", "case91:correct:55,generate:83\n", "case92:correct:56,generate:84\n", "case93:correct:57,generate:85\n", "case94:correct:58,generate:86\n", "case95:correct:58,generate:87\n", "case96:correct:58,generate:88\n", "case97:correct:59,generate:89\n", "case98:correct:60,generate:90\n", "case99:correct:61,generate:91\n", "case100:correct:61,generate:92\n", "case101:correct:62,generate:93\n", "case102:correct:63,generate:94\n", "case103:correct:64,generate:95\n", "case104:correct:65,generate:96\n", "请求超时\n", "case105:correct:65,generate:97\n", "case106:correct:66,generate:98\n", "请求超时\n", "case107:correct:66,generate:99\n", "case108:correct:67,generate:100\n", "case109:correct:68,generate:101\n", "case110:correct:69,generate:102\n", "case111:correct:70,generate:103\n", "case112:correct:70,generate:104\n", "case113:correct:71,generate:105\n", "case114:correct:72,generate:106\n", "case115:correct:73,generate:107\n", "case116:correct:74,generate:108\n", "case117:correct:74,generate:109\n", "case118:correct:75,generate:110\n", "请求超时\n", "case119:correct:75,generate:111\n", "case120:correct:76,generate:112\n", "case121:correct:76,generate:113\n", "case122:correct:77,generate:114\n", "case123:correct:78,generate:115\n", "case124:correct:78,generate:116\n", "case125:correct:78,generate:117\n", "请求超时\n", "case126:correct:78,generate:118\n", "case127:correct:78,generate:119\n", "case128:correct:79,generate:120\n", "case129:correct:79,generate:120\n", "case130:correct:80,generate:121\n", "case131:correct:81,generate:122\n", "case132:correct:82,generate:123\n", "case133:correct:82,generate:124\n", "case134:correct:83,generate:125\n", "case135:correct:83,generate:126\n", "case136:correct:84,generate:127\n", "case137:correct:85,generate:128\n", "case138:correct:86,generate:129\n", "case139:correct:86,generate:130\n", "case140:correct:87,generate:131\n", "case141:correct:87,generate:132\n", "case142:correct:88,generate:133\n", "case143:correct:89,generate:134\n", "case144:correct:89,generate:135\n", "case145:correct:89,generate:136\n", "case146:correct:90,generate:137\n", "case147:correct:91,generate:138\n", "case148:correct:91,generate:138\n", "case149:correct:92,generate:139\n", "case150:correct:92,generate:140\n", "case151:correct:92,generate:141\n", "case152:correct:93,generate:142\n", "case153:correct:94,generate:143\n", "case154:correct:95,generate:144\n", "case155:correct:96,generate:145\n", "case156:correct:97,generate:146\n", "case157:correct:98,generate:147\n", "case158:correct:99,generate:148\n", "case159:correct:100,generate:149\n", "case160:correct:101,generate:150\n", "case161:correct:101,generate:151\n", "case162:correct:102,generate:152\n", "case163:correct:102,generate:153\n", "case164:correct:102,generate:154\n", "case165:correct:103,generate:155\n", "case166:correct:104,generate:156\n", "case167:correct:105,generate:157\n", "case168:correct:105,generate:158\n", "case169:correct:105,generate:159\n", "case170:correct:106,generate:160\n", "case171:correct:106,generate:160\n", "case172:correct:107,generate:161\n", "case173:correct:108,generate:162\n", "case174:correct:109,generate:163\n", "请求超时\n", "case175:correct:109,generate:164\n", "case176:correct:109,generate:164\n", "case177:correct:110,generate:165\n", "case178:correct:110,generate:166\n", "case179:correct:111,generate:167\n", "case180:correct:112,generate:168\n", "case181:correct:113,generate:169\n", "case182:correct:113,generate:170\n", "case183:correct:113,generate:171\n", "case184:correct:114,generate:172\n", "case185:correct:114,generate:173\n", "case186:correct:115,generate:174\n", "case187:correct:116,generate:175\n", "case188:correct:116,generate:175\n", "case189:correct:117,generate:176\n", "case190:correct:118,generate:177\n", "case191:correct:119,generate:178\n", "请求超时\n", "case192:correct:119,generate:179\n", "case193:correct:119,generate:179\n", "case194:correct:120,generate:180\n", "case195:correct:120,generate:181\n", "case196:correct:120,generate:181\n", "case197:correct:121,generate:182\n", "case198:correct:122,generate:183\n", "case199:correct:123,generate:184\n", "case200:correct:124,generate:185\n", "case201:correct:125,generate:186\n", "case202:correct:126,generate:187\n", "case203:correct:127,generate:188\n", "case204:correct:128,generate:189\n", "case205:correct:129,generate:190\n", "case206:correct:130,generate:191\n", "case207:correct:131,generate:192\n", "case208:correct:132,generate:193\n", "case209:correct:132,generate:194\n", "case210:correct:133,generate:195\n", "case211:correct:134,generate:196\n", "case212:correct:135,generate:197\n", "case213:correct:136,generate:198\n", "case214:correct:137,generate:199\n", "case215:correct:138,generate:200\n", "case216:correct:139,generate:201\n", "case217:correct:140,generate:202\n", "case218:correct:141,generate:203\n", "case219:correct:142,generate:204\n", "case220:correct:143,generate:205\n", "case221:correct:144,generate:206\n", "case222:correct:145,generate:207\n", "请求超时\n", "case223:correct:145,generate:208\n", "case224:correct:146,generate:209\n", "case225:correct:147,generate:210\n", "case226:correct:147,generate:210\n", "case227:correct:148,generate:211\n", "case228:correct:148,generate:212\n", "case229:correct:149,generate:213\n", "case230:correct:149,generate:213\n", "case231:correct:150,generate:214\n", "case232:correct:151,generate:215\n", "case233:correct:152,generate:216\n", "case234:correct:153,generate:217\n", "case235:correct:154,generate:218\n", "case236:correct:155,generate:219\n", "case237:correct:156,generate:220\n", "case238:correct:156,generate:220\n", "case239:correct:157,generate:221\n", "case240:correct:158,generate:222\n", "case241:correct:159,generate:223\n", "case242:correct:160,generate:224\n", "case243:correct:161,generate:225\n", "case244:correct:162,generate:226\n", "case245:correct:163,generate:227\n", "case246:correct:164,generate:228\n", "case247:correct:165,generate:229\n", "case248:correct:165,generate:229\n", "case249:correct:166,generate:230\n", "case250:correct:167,generate:231\n", "case251:correct:168,generate:232\n", "case252:correct:169,generate:233\n", "case253:correct:169,generate:233\n", "case254:correct:170,generate:234\n", "case255:correct:171,generate:235\n", "case256:correct:172,generate:236\n", "case257:correct:172,generate:237\n", "case258:correct:172,generate:238\n", "case259:correct:173,generate:239\n", "case260:correct:174,generate:240\n", "case261:correct:174,generate:241\n", "case262:correct:175,generate:242\n", "case263:correct:176,generate:243\n", "case264:correct:177,generate:244\n", "case265:correct:178,generate:245\n", "case266:correct:179,generate:246\n", "case267:correct:180,generate:247\n", "case268:correct:181,generate:248\n", "case269:correct:182,generate:249\n", "case270:correct:183,generate:250\n", "case271:correct:184,generate:251\n", "case272:correct:185,generate:252\n", "case273:correct:185,generate:252\n", "case274:correct:185,generate:253\n", "case275:correct:185,generate:254\n", "case276:correct:186,generate:255\n", "case277:correct:187,generate:256\n", "case278:correct:188,generate:257\n", "case279:correct:189,generate:258\n", "case280:correct:190,generate:259\n", "case281:correct:191,generate:260\n", "case282:correct:191,generate:261\n", "case283:correct:191,generate:261\n", "case284:correct:192,generate:262\n", "请求超时\n", "case285:correct:192,generate:263\n", "case286:correct:193,generate:264\n", "case287:correct:194,generate:265\n", "case288:correct:195,generate:266\n", "case289:correct:196,generate:267\n", "case290:correct:196,generate:268\n", "case291:correct:196,generate:268\n", "case292:correct:197,generate:269\n", "case293:correct:198,generate:270\n", "case294:correct:199,generate:271\n", "case295:correct:200,generate:272\n", "case296:correct:201,generate:273\n", "case297:correct:202,generate:274\n", "case298:correct:203,generate:275\n", "case299:correct:204,generate:276\n", "case300:correct:205,generate:277\n", "case301:correct:205,generate:278\n", "case302:correct:205,generate:278\n", "case303:correct:206,generate:279\n", "case304:correct:207,generate:280\n", "case305:correct:207,generate:280\n", "case306:correct:208,generate:281\n", "case307:correct:209,generate:282\n", "case308:correct:210,generate:283\n", "case309:correct:211,generate:284\n", "case310:correct:212,generate:285\n", "case311:correct:213,generate:286\n", "case312:correct:213,generate:287\n", "请求超时\n", "case313:correct:213,generate:288\n", "case314:correct:213,generate:289\n", "case315:correct:214,generate:290\n", "case316:correct:215,generate:291\n", "case317:correct:216,generate:292\n", "case318:correct:217,generate:293\n", "case319:correct:218,generate:294\n", "case320:correct:219,generate:295\n", "case321:correct:219,generate:296\n", "case322:correct:220,generate:297\n", "case323:correct:220,generate:298\n", "case324:correct:221,generate:299\n", "请求超时\n", "case325:correct:221,generate:300\n", "case326:correct:222,generate:301\n", "case327:correct:222,generate:302\n", "case328:correct:222,generate:303\n", "case329:correct:223,generate:304\n", "case330:correct:224,generate:305\n", "case331:correct:225,generate:306\n", "case332:correct:225,generate:307\n", "case333:correct:225,generate:308\n", "case334:correct:226,generate:309\n", "case335:correct:226,generate:310\n", "case336:correct:227,generate:311\n", "case337:correct:228,generate:312\n", "case338:correct:229,generate:313\n", "case339:correct:230,generate:314\n", "case340:correct:231,generate:315\n", "case341:correct:232,generate:316\n", "case342:correct:232,generate:317\n", "case343:correct:233,generate:318\n", "case344:correct:234,generate:319\n", "case345:correct:234,generate:320\n", "case346:correct:234,generate:321\n", "case347:correct:235,generate:322\n", "case348:correct:236,generate:323\n", "case349:correct:237,generate:324\n", "case350:correct:238,generate:325\n", "case351:correct:239,generate:326\n", "case352:correct:239,generate:327\n", "case353:correct:240,generate:328\n", "case354:correct:241,generate:329\n", "case355:correct:242,generate:330\n", "请求超时\n", "case356:correct:242,generate:331\n", "请求超时\n", "case357:correct:242,generate:332\n", "case358:correct:243,generate:333\n", "case359:correct:244,generate:334\n", "请求超时\n", "case360:correct:244,generate:335\n", "case361:correct:245,generate:336\n", "case362:correct:246,generate:337\n", "case363:correct:247,generate:338\n", "case364:correct:247,generate:339\n", "case365:correct:248,generate:340\n", "case366:correct:248,generate:341\n", "case367:correct:249,generate:342\n", "case368:correct:250,generate:343\n", "请求超时\n", "case369:correct:250,generate:344\n", "case370:correct:251,generate:345\n", "case371:correct:252,generate:346\n", "case372:correct:253,generate:347\n", "case373:correct:253,generate:348\n", "case374:correct:253,generate:349\n", "case375:correct:253,generate:350\n", "case376:correct:253,generate:351\n", "case377:correct:254,generate:352\n", "case378:correct:254,generate:353\n", "case379:correct:254,generate:354\n", "case380:correct:255,generate:355\n", "case381:correct:256,generate:356\n", "请求超时\n", "case382:correct:256,generate:357\n", "case383:correct:257,generate:358\n", "case384:correct:258,generate:359\n", "case385:correct:259,generate:360\n", "case386:correct:260,generate:361\n", "case387:correct:261,generate:362\n", "case388:correct:261,generate:362\n", "case389:correct:262,generate:363\n", "case390:correct:262,generate:364\n", "case391:correct:263,generate:365\n", "case392:correct:264,generate:366\n", "case393:correct:265,generate:367\n", "case394:correct:266,generate:368\n", "case395:correct:267,generate:369\n", "case396:correct:268,generate:370\n", "case397:correct:268,generate:370\n", "case398:correct:269,generate:371\n", "case399:correct:269,generate:372\n", "case400:correct:270,generate:373\n", "case401:correct:271,generate:374\n", "case402:correct:272,generate:375\n", "case403:correct:273,generate:376\n", "case404:correct:274,generate:377\n", "请求超时\n", "case405:correct:274,generate:378\n", "case406:correct:275,generate:379\n", "case407:correct:275,generate:380\n", "请求超时\n", "case408:correct:275,generate:381\n", "case409:correct:276,generate:382\n", "case410:correct:276,generate:383\n", "请求超时\n", "case411:correct:276,generate:384\n", "请求超时\n", "case412:correct:276,generate:385\n", "case413:correct:277,generate:386\n", "case414:correct:278,generate:387\n", "case415:correct:279,generate:388\n", "case416:correct:280,generate:389\n", "case417:correct:281,generate:390\n", "case418:correct:282,generate:391\n", "请求超时\n", "case419:correct:282,generate:392\n", "case420:correct:283,generate:393\n", "请求超时\n", "case421:correct:283,generate:394\n", "case422:correct:284,generate:395\n", "请求超时\n", "case423:correct:284,generate:396\n", "请求超时\n", "case424:correct:284,generate:397\n", "case425:correct:285,generate:398\n", "case426:correct:286,generate:399\n", "case427:correct:287,generate:400\n", "case428:correct:288,generate:401\n", "case429:correct:289,generate:402\n", "case430:correct:289,generate:403\n", "case431:correct:289,generate:404\n", "case432:correct:290,generate:405\n", "case433:correct:291,generate:406\n", "case434:correct:292,generate:407\n", "case435:correct:293,generate:408\n", "case436:correct:294,generate:409\n", "case437:correct:295,generate:410\n", "case438:correct:296,generate:411\n", "case439:correct:297,generate:412\n", "case440:correct:298,generate:413\n", "case441:correct:299,generate:414\n", "请求超时\n", "case442:correct:299,generate:415\n", "case443:correct:299,generate:416\n", "case444:correct:299,generate:416\n", "case445:correct:299,generate:417\n", "case446:correct:299,generate:418\n" ] } ], "source": [ "total,correct,generate=extract_mermaid(dpo_eval)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "case1:correct:1,generate:1\n", "case2:correct:1,generate:1\n", "case3:correct:2,generate:2\n", "请求超时\n", "case4:correct:2,generate:3\n", "case5:correct:3,generate:4\n", "case6:correct:3,generate:5\n", "case7:correct:4,generate:6\n", "case8:correct:5,generate:7\n", "case9:correct:5,generate:8\n", "case10:correct:6,generate:9\n", "请求超时\n", "case11:correct:6,generate:10\n", "case12:correct:6,generate:11\n", "case13:correct:6,generate:11\n", "case14:correct:6,generate:12\n", "case15:correct:6,generate:13\n", "请求超时\n", "case16:correct:6,generate:14\n", "case17:correct:7,generate:15\n", "请求超时\n", "case18:correct:7,generate:16\n", "case19:correct:7,generate:17\n", "case20:correct:8,generate:18\n", "case21:correct:8,generate:18\n", "case22:correct:9,generate:19\n", "case23:correct:9,generate:19\n", "case24:correct:10,generate:20\n", "case25:correct:10,generate:21\n", "case26:correct:10,generate:22\n", "case27:correct:11,generate:23\n", "case28:correct:11,generate:24\n", "case29:correct:12,generate:25\n", "case30:correct:13,generate:26\n", "case31:correct:14,generate:27\n", "case32:correct:14,generate:28\n", "请求超时\n", "case33:correct:14,generate:29\n", "case34:correct:15,generate:30\n", "case35:correct:16,generate:31\n", "case36:correct:17,generate:32\n", "case37:correct:18,generate:33\n", "case38:correct:18,generate:33\n", "case39:correct:18,generate:34\n", "case40:correct:19,generate:35\n", "请求超时\n", "case41:correct:19,generate:36\n", "case42:correct:19,generate:37\n", "case43:correct:19,generate:37\n", "case44:correct:20,generate:38\n", "case45:correct:21,generate:39\n", "case46:correct:22,generate:40\n", "请求超时\n", "case47:correct:22,generate:41\n", "case48:correct:23,generate:42\n", "case49:correct:24,generate:43\n", "case50:correct:25,generate:44\n", "case51:correct:25,generate:45\n", "case52:correct:26,generate:46\n", "case53:correct:26,generate:47\n", "case54:correct:27,generate:48\n", "case55:correct:28,generate:49\n", "case56:correct:28,generate:49\n", "case57:correct:29,generate:50\n", "case58:correct:30,generate:51\n", "case59:correct:31,generate:52\n", "case60:correct:32,generate:53\n", "case61:correct:33,generate:54\n", "case62:correct:34,generate:55\n", "case63:correct:35,generate:56\n", "case64:correct:36,generate:57\n", "case65:correct:37,generate:58\n", "case66:correct:38,generate:59\n", "case67:correct:39,generate:60\n", "case68:correct:39,generate:61\n", "case69:correct:40,generate:62\n", "case70:correct:41,generate:63\n", "case71:correct:42,generate:64\n", "case72:correct:43,generate:65\n", "case73:correct:44,generate:66\n", "请求超时\n", "case74:correct:44,generate:67\n", "case75:correct:44,generate:67\n", "case76:correct:45,generate:68\n", "case77:correct:46,generate:69\n", "case78:correct:47,generate:70\n", "case79:correct:48,generate:71\n", "case80:correct:49,generate:72\n", "case81:correct:50,generate:73\n", "case82:correct:51,generate:74\n", "case83:correct:52,generate:75\n", "case84:correct:52,generate:75\n", "case85:correct:53,generate:76\n", "case86:correct:54,generate:77\n", "case87:correct:55,generate:78\n", "case88:correct:55,generate:79\n", "case89:correct:56,generate:80\n", "case90:correct:57,generate:81\n", "case91:correct:58,generate:82\n", "case92:correct:59,generate:83\n", "case93:correct:60,generate:84\n", "case94:correct:61,generate:85\n", "case95:correct:62,generate:86\n", "case96:correct:63,generate:87\n", "case97:correct:64,generate:88\n", "case98:correct:65,generate:89\n", "case99:correct:66,generate:90\n", "case100:correct:67,generate:91\n", "case101:correct:68,generate:92\n", "case102:correct:69,generate:93\n", "case103:correct:70,generate:94\n", "case104:correct:71,generate:95\n", "case105:correct:72,generate:96\n", "case106:correct:73,generate:97\n", "case107:correct:74,generate:98\n", "case108:correct:74,generate:98\n", "case109:correct:75,generate:99\n", "case110:correct:75,generate:99\n", "case111:correct:76,generate:100\n", "case112:correct:77,generate:101\n", "case113:correct:78,generate:102\n", "case114:correct:78,generate:103\n", "case115:correct:79,generate:104\n", "case116:correct:80,generate:105\n", "case117:correct:80,generate:106\n", "case118:correct:80,generate:107\n", "case119:correct:81,generate:108\n", "case120:correct:82,generate:109\n", "case121:correct:82,generate:110\n", "case122:correct:83,generate:111\n", "case123:correct:83,generate:112\n", "case124:correct:84,generate:113\n", "case125:correct:85,generate:114\n", "case126:correct:86,generate:115\n", "case127:correct:87,generate:116\n", "case128:correct:88,generate:117\n", "case129:correct:89,generate:118\n", "case130:correct:89,generate:118\n", "case131:correct:90,generate:119\n", "case132:correct:91,generate:120\n", "case133:correct:91,generate:120\n", "case134:correct:92,generate:121\n", "case135:correct:92,generate:122\n", "case136:correct:93,generate:123\n", "case137:correct:94,generate:124\n", "case138:correct:95,generate:125\n", "case139:correct:96,generate:126\n", "case140:correct:97,generate:127\n", "case141:correct:98,generate:128\n", "case142:correct:98,generate:129\n", "case143:correct:99,generate:130\n", "case144:correct:99,generate:131\n", "case145:correct:99,generate:132\n", "case146:correct:100,generate:133\n", "case147:correct:101,generate:134\n", "case148:correct:101,generate:134\n", "case149:correct:102,generate:135\n", "case150:correct:103,generate:136\n", "case151:correct:104,generate:137\n", "case152:correct:105,generate:138\n", "case153:correct:106,generate:139\n", "case154:correct:107,generate:140\n", "case155:correct:108,generate:141\n", "case156:correct:108,generate:141\n", "case157:correct:108,generate:142\n", "case158:correct:109,generate:143\n", "case159:correct:109,generate:143\n", "case160:correct:109,generate:144\n", "case161:correct:109,generate:145\n", "case162:correct:110,generate:146\n", "case163:correct:111,generate:147\n", "case164:correct:111,generate:148\n", "case165:correct:111,generate:148\n", "case166:correct:112,generate:149\n", "case167:correct:112,generate:150\n", "case168:correct:113,generate:151\n", "case169:correct:114,generate:152\n", "case170:correct:115,generate:153\n", "case171:correct:115,generate:154\n", "case172:correct:115,generate:154\n", "case173:correct:116,generate:155\n", "case174:correct:117,generate:156\n", "case175:correct:118,generate:157\n", "case176:correct:118,generate:157\n", "case177:correct:119,generate:158\n", "case178:correct:120,generate:159\n", "case179:correct:121,generate:160\n", "case180:correct:121,generate:161\n", "case181:correct:122,generate:162\n", "case182:correct:123,generate:163\n", "case183:correct:124,generate:164\n", "case184:correct:124,generate:165\n", "请求超时\n", "case185:correct:124,generate:166\n", "case186:correct:125,generate:167\n", "case187:correct:126,generate:168\n", "case188:correct:126,generate:169\n", "case189:correct:127,generate:170\n", "case190:correct:128,generate:171\n", "case191:correct:128,generate:172\n", "case192:correct:128,generate:173\n", "case193:correct:128,generate:174\n", "case194:correct:129,generate:175\n", "case195:correct:129,generate:176\n", "case196:correct:130,generate:177\n", "case197:correct:131,generate:178\n", "case198:correct:132,generate:179\n", "case199:correct:132,generate:180\n", "case200:correct:133,generate:181\n", "case201:correct:134,generate:182\n", "case202:correct:135,generate:183\n", "case203:correct:136,generate:184\n", "case204:correct:137,generate:185\n", "case205:correct:138,generate:186\n", "case206:correct:139,generate:187\n", "case207:correct:140,generate:188\n", "case208:correct:141,generate:189\n", "case209:correct:141,generate:189\n", "case210:correct:142,generate:190\n", "case211:correct:142,generate:191\n", "case212:correct:143,generate:192\n", "case213:correct:144,generate:193\n", "case214:correct:145,generate:194\n", "case215:correct:146,generate:195\n", "case216:correct:147,generate:196\n", "case217:correct:148,generate:197\n", "case218:correct:149,generate:198\n", "case219:correct:150,generate:199\n", "case220:correct:151,generate:200\n", "case221:correct:152,generate:201\n", "case222:correct:153,generate:202\n", "case223:correct:154,generate:203\n", "case224:correct:155,generate:204\n", "case225:correct:156,generate:205\n", "case226:correct:156,generate:205\n", "case227:correct:157,generate:206\n", "case228:correct:158,generate:207\n", "case229:correct:158,generate:208\n", "case230:correct:158,generate:209\n", "case231:correct:159,generate:210\n", "case232:correct:160,generate:211\n", "case233:correct:160,generate:212\n", "case234:correct:160,generate:212\n", "case235:correct:161,generate:213\n", "case236:correct:161,generate:213\n", "case237:correct:162,generate:214\n", "case238:correct:162,generate:214\n", "case239:correct:162,generate:215\n", "case240:correct:162,generate:216\n", "case241:correct:163,generate:217\n", "case242:correct:164,generate:218\n", "case243:correct:165,generate:219\n", "case244:correct:166,generate:220\n", "case245:correct:166,generate:221\n", "case246:correct:167,generate:222\n", "case247:correct:168,generate:223\n", "case248:correct:168,generate:223\n", "case249:correct:169,generate:224\n", "case250:correct:169,generate:225\n", "case251:correct:170,generate:226\n", "case252:correct:171,generate:227\n", "case253:correct:172,generate:228\n", "case254:correct:172,generate:229\n", "case255:correct:173,generate:230\n", "case256:correct:174,generate:231\n", "case257:correct:174,generate:232\n", "case258:correct:174,generate:233\n", "case259:correct:175,generate:234\n", "case260:correct:175,generate:235\n", "case261:correct:175,generate:236\n", "case262:correct:176,generate:237\n", "case263:correct:177,generate:238\n", "case264:correct:178,generate:239\n", "case265:correct:179,generate:240\n", "case266:correct:180,generate:241\n", "case267:correct:181,generate:242\n", "case268:correct:182,generate:243\n", "case269:correct:183,generate:244\n", "case270:correct:184,generate:245\n", "case271:correct:185,generate:246\n", "case272:correct:186,generate:247\n", "case273:correct:186,generate:247\n", "case274:correct:186,generate:248\n", "case275:correct:186,generate:249\n", "case276:correct:186,generate:250\n", "case277:correct:187,generate:251\n", "请求超时\n", "case278:correct:187,generate:252\n", "case279:correct:188,generate:253\n", "case280:correct:189,generate:254\n", "case281:correct:190,generate:255\n", "case282:correct:190,generate:256\n", "case283:correct:191,generate:257\n", "case284:correct:192,generate:258\n", "case285:correct:193,generate:259\n", "case286:correct:194,generate:260\n", "case287:correct:195,generate:261\n", "case288:correct:196,generate:262\n", "case289:correct:197,generate:263\n", "case290:correct:198,generate:264\n", "case291:correct:198,generate:265\n", "case292:correct:199,generate:266\n", "case293:correct:199,generate:267\n", "case294:correct:199,generate:268\n", "case295:correct:200,generate:269\n", "case296:correct:201,generate:270\n", "case297:correct:202,generate:271\n", "case298:correct:203,generate:272\n", "case299:correct:204,generate:273\n", "case300:correct:204,generate:274\n", "case301:correct:204,generate:275\n", "case302:correct:205,generate:276\n", "case303:correct:206,generate:277\n", "case304:correct:207,generate:278\n", "case305:correct:207,generate:278\n", "case306:correct:208,generate:279\n", "case307:correct:208,generate:280\n", "case308:correct:209,generate:281\n", "case309:correct:210,generate:282\n", "case310:correct:211,generate:283\n", "case311:correct:212,generate:284\n", "case312:correct:213,generate:285\n", "case313:correct:214,generate:286\n", "case314:correct:215,generate:287\n", "case315:correct:216,generate:288\n", "case316:correct:216,generate:289\n", "case317:correct:217,generate:290\n", "case318:correct:217,generate:291\n", "case319:correct:218,generate:292\n", "case320:correct:219,generate:293\n", "case321:correct:219,generate:293\n", "case322:correct:219,generate:294\n", "case323:correct:220,generate:295\n", "case324:correct:221,generate:296\n", "case325:correct:222,generate:297\n", "case326:correct:223,generate:298\n", "case327:correct:224,generate:299\n", "case328:correct:225,generate:300\n", "case329:correct:225,generate:300\n", "case330:correct:226,generate:301\n", "case331:correct:227,generate:302\n", "case332:correct:227,generate:303\n", "case333:correct:228,generate:304\n", "请求超时\n", "case334:correct:228,generate:305\n", "case335:correct:229,generate:306\n", "case336:correct:230,generate:307\n", "case337:correct:231,generate:308\n", "case338:correct:232,generate:309\n", "case339:correct:233,generate:310\n", "case340:correct:234,generate:311\n", "case341:correct:235,generate:312\n", "case342:correct:235,generate:313\n", "case343:correct:236,generate:314\n", "case344:correct:237,generate:315\n", "case345:correct:238,generate:316\n", "case346:correct:238,generate:317\n", "case347:correct:239,generate:318\n", "case348:correct:239,generate:318\n", "case349:correct:240,generate:319\n", "case350:correct:241,generate:320\n", "case351:correct:242,generate:321\n", "case352:correct:242,generate:321\n", "case353:correct:243,generate:322\n", "case354:correct:243,generate:323\n", "case355:correct:244,generate:324\n", "case356:correct:245,generate:325\n", "case357:correct:246,generate:326\n", "case358:correct:247,generate:327\n", "case359:correct:248,generate:328\n", "case360:correct:249,generate:329\n", "case361:correct:249,generate:329\n", "case362:correct:250,generate:330\n", "case363:correct:250,generate:331\n", "case364:correct:251,generate:332\n", "case365:correct:252,generate:333\n", "case366:correct:252,generate:334\n", "case367:correct:253,generate:335\n", "case368:correct:254,generate:336\n", "case369:correct:255,generate:337\n", "case370:correct:256,generate:338\n", "case371:correct:256,generate:338\n", "请求超时\n", "case372:correct:256,generate:339\n", "case373:correct:256,generate:340\n", "case374:correct:257,generate:341\n", "case375:correct:257,generate:342\n", "case376:correct:257,generate:343\n", "case377:correct:258,generate:344\n", "case378:correct:258,generate:345\n", "case379:correct:259,generate:346\n", "case380:correct:260,generate:347\n", "case381:correct:261,generate:348\n", "case382:correct:262,generate:349\n", "case383:correct:263,generate:350\n", "case384:correct:263,generate:351\n", "case385:correct:263,generate:352\n", "case386:correct:264,generate:353\n", "case387:correct:265,generate:354\n", "case388:correct:265,generate:354\n", "case389:correct:266,generate:355\n", "case390:correct:266,generate:356\n", "case391:correct:266,generate:357\n", "case392:correct:267,generate:358\n", "case393:correct:268,generate:359\n", "case394:correct:269,generate:360\n", "case395:correct:270,generate:361\n", "case396:correct:271,generate:362\n", "case397:correct:272,generate:363\n", "请求超时\n", "case398:correct:272,generate:364\n", "case399:correct:273,generate:365\n", "case400:correct:274,generate:366\n", "case401:correct:275,generate:367\n", "case402:correct:276,generate:368\n", "case403:correct:277,generate:369\n", "case404:correct:278,generate:370\n", "case405:correct:279,generate:371\n", "请求超时\n", "case406:correct:279,generate:372\n", "case407:correct:279,generate:373\n", "case408:correct:279,generate:374\n", "case409:correct:280,generate:375\n", "case410:correct:281,generate:376\n", "case411:correct:282,generate:377\n", "case412:correct:283,generate:378\n", "case413:correct:284,generate:379\n", "case414:correct:285,generate:380\n", "case415:correct:286,generate:381\n", "case416:correct:287,generate:382\n", "case417:correct:288,generate:383\n", "case418:correct:289,generate:384\n", "case419:correct:290,generate:385\n", "case420:correct:291,generate:386\n", "case421:correct:291,generate:387\n", "case422:correct:292,generate:388\n", "case423:correct:293,generate:389\n", "case424:correct:294,generate:390\n", "请求超时\n", "case425:correct:294,generate:391\n", "case426:correct:295,generate:392\n", "case427:correct:296,generate:393\n", "请求超时\n", "case428:correct:296,generate:394\n", "case429:correct:297,generate:395\n", "case430:correct:298,generate:396\n", "case431:correct:298,generate:397\n", "case432:correct:299,generate:398\n", "case433:correct:300,generate:399\n", "case434:correct:301,generate:400\n", "case435:correct:302,generate:401\n", "case436:correct:303,generate:402\n", "case437:correct:303,generate:403\n", "case438:correct:304,generate:404\n", "case439:correct:305,generate:405\n", "case440:correct:306,generate:406\n", "case441:correct:307,generate:407\n", "case442:correct:308,generate:408\n", "case443:correct:309,generate:409\n", "case444:correct:310,generate:410\n", "case445:correct:311,generate:411\n", "case446:correct:312,generate:412\n" ] } ], "source": [ "total,correct,generate=extract_mermaid(grpo_eval)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "case1:correct:1,generate:1\n", "case2:correct:1,generate:1\n", "case3:correct:2,generate:2\n", "case4:correct:3,generate:3\n", "case5:correct:4,generate:4\n", "case6:correct:5,generate:5\n", "case7:correct:6,generate:6\n", "case8:correct:7,generate:7\n", "case9:correct:8,generate:8\n", "case10:correct:9,generate:9\n", "case11:correct:10,generate:10\n", "case12:correct:11,generate:11\n", "case13:correct:11,generate:12\n", "case14:correct:12,generate:13\n", "case15:correct:12,generate:14\n", "case16:correct:12,generate:15\n", "case17:correct:13,generate:16\n", "case18:correct:14,generate:17\n", "case19:correct:15,generate:18\n", "case20:correct:16,generate:19\n", "case21:correct:17,generate:20\n", "case22:correct:18,generate:21\n", "case23:correct:19,generate:22\n", "case24:correct:20,generate:23\n", "case25:correct:20,generate:23\n", "case26:correct:20,generate:23\n", "case27:correct:21,generate:24\n", "case28:correct:22,generate:25\n", "case29:correct:22,generate:26\n", "case30:correct:22,generate:27\n", "case31:correct:23,generate:28\n", "case32:correct:23,generate:28\n", "case33:correct:24,generate:29\n", "case34:correct:25,generate:30\n", "case35:correct:26,generate:31\n", "case36:correct:27,generate:32\n", "case37:correct:28,generate:33\n", "case38:correct:29,generate:34\n", "case39:correct:30,generate:35\n", "case40:correct:31,generate:36\n", "case41:correct:32,generate:37\n", "case42:correct:33,generate:38\n", "case43:correct:34,generate:39\n", "case44:correct:35,generate:40\n", "case45:correct:36,generate:41\n", "case46:correct:37,generate:42\n", "case47:correct:38,generate:43\n", "case48:correct:38,generate:44\n", "case49:correct:38,generate:45\n", "case50:correct:39,generate:46\n", "case51:correct:40,generate:47\n", "case52:correct:40,generate:48\n", "case53:correct:41,generate:49\n", "case54:correct:42,generate:50\n", "case55:correct:43,generate:51\n", "case56:correct:44,generate:52\n", "case57:correct:45,generate:53\n", "case58:correct:46,generate:54\n", "case59:correct:47,generate:55\n", "case60:correct:48,generate:56\n", "case61:correct:48,generate:57\n", "case62:correct:48,generate:58\n", "case63:correct:49,generate:59\n", "case64:correct:49,generate:59\n", "case65:correct:49,generate:60\n", "case66:correct:49,generate:61\n", "case67:correct:50,generate:62\n", "case68:correct:51,generate:63\n", "case69:correct:52,generate:64\n", "case70:correct:53,generate:65\n", "case71:correct:53,generate:66\n", "case72:correct:54,generate:67\n", "case73:correct:55,generate:68\n", "case74:correct:56,generate:69\n", "case75:correct:57,generate:70\n", "case76:correct:58,generate:71\n", "case77:correct:58,generate:72\n", "case78:correct:59,generate:73\n", "case79:correct:59,generate:74\n", "case80:correct:60,generate:75\n", "case81:correct:60,generate:76\n", "case82:correct:61,generate:77\n", "case83:correct:61,generate:77\n", "case84:correct:62,generate:78\n", "case85:correct:63,generate:79\n", "case86:correct:63,generate:80\n", "case87:correct:64,generate:81\n", "case88:correct:65,generate:82\n", "case89:correct:66,generate:83\n", "case90:correct:67,generate:84\n", "case91:correct:68,generate:85\n", "case92:correct:69,generate:86\n", "case93:correct:69,generate:87\n", "case94:correct:70,generate:88\n", "case95:correct:70,generate:89\n", "case96:correct:71,generate:90\n", "case97:correct:72,generate:91\n", "请求超时\n", "case98:correct:72,generate:92\n", "case99:correct:72,generate:93\n", "case100:correct:73,generate:94\n", "case101:correct:74,generate:95\n", "case102:correct:75,generate:96\n", "case103:correct:76,generate:97\n", "case104:correct:77,generate:98\n", "case105:correct:78,generate:99\n", "case106:correct:79,generate:100\n", "case107:correct:80,generate:101\n", "case108:correct:81,generate:102\n", "case109:correct:82,generate:103\n", "请求超时\n", "case110:correct:82,generate:104\n", "case111:correct:82,generate:104\n", "case112:correct:83,generate:105\n", "case113:correct:83,generate:106\n", "case114:correct:84,generate:107\n", "case115:correct:84,generate:107\n", "case116:correct:85,generate:108\n", "case117:correct:85,generate:108\n", "case118:correct:85,generate:108\n", "case119:correct:86,generate:109\n", "case120:correct:86,generate:109\n", "case121:correct:87,generate:110\n", "case122:correct:88,generate:111\n", "case123:correct:89,generate:112\n", "case124:correct:90,generate:113\n", "case125:correct:90,generate:114\n", "case126:correct:91,generate:115\n", "case127:correct:92,generate:116\n", "case128:correct:92,generate:117\n", "case129:correct:93,generate:118\n", "case130:correct:94,generate:119\n", "case131:correct:94,generate:119\n", "case132:correct:94,generate:120\n", "case133:correct:95,generate:121\n", "case134:correct:96,generate:122\n", "case135:correct:96,generate:122\n", "case136:correct:97,generate:123\n", "case137:correct:98,generate:124\n", "case138:correct:99,generate:125\n", "case139:correct:100,generate:126\n", "case140:correct:101,generate:127\n", "case141:correct:102,generate:128\n", "case142:correct:103,generate:129\n", "case143:correct:104,generate:130\n", "case144:correct:104,generate:130\n", "case145:correct:105,generate:131\n", "case146:correct:105,generate:132\n", "case147:correct:106,generate:133\n", "case148:correct:107,generate:134\n", "case149:correct:107,generate:134\n", "case150:correct:108,generate:135\n", "case151:correct:108,generate:136\n", "case152:correct:109,generate:137\n", "case153:correct:110,generate:138\n", "case154:correct:111,generate:139\n", "case155:correct:112,generate:140\n", "case156:correct:113,generate:141\n", "case157:correct:114,generate:142\n", "case158:correct:115,generate:143\n", "case159:correct:116,generate:144\n", "case160:correct:116,generate:144\n", "case161:correct:117,generate:145\n", "case162:correct:118,generate:146\n", "case163:correct:118,generate:147\n", "case164:correct:119,generate:148\n", "case165:correct:120,generate:149\n", "case166:correct:121,generate:150\n", "case167:correct:122,generate:151\n", "case168:correct:123,generate:152\n", "case169:correct:124,generate:153\n", "case170:correct:124,generate:153\n", "case171:correct:125,generate:154\n", "case172:correct:126,generate:155\n", "case173:correct:127,generate:156\n", "case174:correct:128,generate:157\n", "case175:correct:129,generate:158\n", "case176:correct:130,generate:159\n", "case177:correct:131,generate:160\n", "case178:correct:132,generate:161\n", "case179:correct:133,generate:162\n", "case180:correct:134,generate:163\n", "case181:correct:135,generate:164\n", "case182:correct:136,generate:165\n", "case183:correct:137,generate:166\n", "case184:correct:137,generate:167\n", "case185:correct:138,generate:168\n", "case186:correct:139,generate:169\n", "case187:correct:140,generate:170\n", "case188:correct:141,generate:171\n", "case189:correct:142,generate:172\n", "case190:correct:143,generate:173\n", "case191:correct:144,generate:174\n", "case192:correct:145,generate:175\n", "case193:correct:146,generate:176\n", "case194:correct:147,generate:177\n", "case195:correct:147,generate:178\n", "case196:correct:148,generate:179\n", "case197:correct:149,generate:180\n", "case198:correct:150,generate:181\n", "case199:correct:150,generate:181\n", "case200:correct:151,generate:182\n", "case201:correct:152,generate:183\n", "case202:correct:152,generate:184\n", "case203:correct:152,generate:184\n", "case204:correct:152,generate:185\n", "case205:correct:153,generate:186\n", "case206:correct:154,generate:187\n", "case207:correct:154,generate:188\n", "case208:correct:155,generate:189\n", "case209:correct:156,generate:190\n", "case210:correct:157,generate:191\n", "case211:correct:158,generate:192\n", "请求超时\n", "case212:correct:158,generate:193\n", "请求超时\n", "case213:correct:158,generate:194\n", "case214:correct:158,generate:194\n", "case215:correct:158,generate:195\n", "case216:correct:159,generate:196\n", "case217:correct:160,generate:197\n", "case218:correct:161,generate:198\n", "case219:correct:162,generate:199\n", "请求超时\n", "case220:correct:162,generate:200\n", "case221:correct:163,generate:201\n", "请求超时\n", "case222:correct:163,generate:202\n", "case223:correct:164,generate:203\n", "case224:correct:165,generate:204\n", "case225:correct:166,generate:205\n", "case226:correct:167,generate:206\n", "case227:correct:168,generate:207\n", "请求超时\n", "case228:correct:168,generate:208\n", "case229:correct:168,generate:209\n", "case230:correct:169,generate:210\n", "case231:correct:169,generate:210\n", "case232:correct:170,generate:211\n", "请求超时\n", "case233:correct:170,generate:212\n", "case234:correct:171,generate:213\n", "case235:correct:172,generate:214\n", "请求超时\n", "case236:correct:172,generate:215\n", "case237:correct:173,generate:216\n", "case238:correct:174,generate:217\n", "case239:correct:174,generate:217\n", "case240:correct:175,generate:218\n", "case241:correct:175,generate:219\n", "case242:correct:175,generate:220\n", "case243:correct:176,generate:221\n", "case244:correct:176,generate:222\n", "case245:correct:177,generate:223\n", "case246:correct:177,generate:224\n", "case247:correct:178,generate:225\n", "case248:correct:179,generate:226\n", "case249:correct:179,generate:226\n", "case250:correct:180,generate:227\n", "case251:correct:180,generate:227\n", "case252:correct:181,generate:228\n", "case253:correct:181,generate:228\n", "请求超时\n", "case254:correct:181,generate:229\n", "case255:correct:182,generate:230\n", "case256:correct:183,generate:231\n", "case257:correct:183,generate:231\n", "case258:correct:183,generate:231\n", "case259:correct:184,generate:232\n", "case260:correct:185,generate:233\n", "case261:correct:186,generate:234\n", "case262:correct:187,generate:235\n", "case263:correct:187,generate:236\n", "case264:correct:187,generate:237\n", "case265:correct:188,generate:238\n", "case266:correct:189,generate:239\n", "请求超时\n", "case267:correct:189,generate:240\n", "case268:correct:189,generate:240\n", "case269:correct:189,generate:241\n", "请求超时\n", "case270:correct:189,generate:242\n", "case271:correct:189,generate:243\n", "请求超时\n", "case272:correct:189,generate:244\n", "case273:correct:190,generate:245\n", "case274:correct:191,generate:246\n", "case275:correct:192,generate:247\n", "case276:correct:192,generate:248\n", "请求超时\n", "case277:correct:192,generate:249\n", "case278:correct:193,generate:250\n", "case279:correct:194,generate:251\n", "case280:correct:195,generate:252\n", "case281:correct:196,generate:253\n", "case282:correct:197,generate:254\n", "case283:correct:198,generate:255\n", "case284:correct:199,generate:256\n", "case285:correct:200,generate:257\n", "case286:correct:201,generate:258\n", "case287:correct:202,generate:259\n", "case288:correct:203,generate:260\n", "case289:correct:204,generate:261\n", "case290:correct:205,generate:262\n", "case291:correct:206,generate:263\n", "case292:correct:207,generate:264\n", "case293:correct:208,generate:265\n", "case294:correct:209,generate:266\n", "case295:correct:210,generate:267\n", "case296:correct:210,generate:268\n", "case297:correct:211,generate:269\n", "case298:correct:211,generate:269\n", "case299:correct:212,generate:270\n", "case300:correct:213,generate:271\n", "case301:correct:213,generate:271\n", "case302:correct:214,generate:272\n", "case303:correct:215,generate:273\n", "case304:correct:216,generate:274\n", "请求超时\n", "case305:correct:216,generate:275\n", "case306:correct:216,generate:276\n", "case307:correct:216,generate:277\n", "case308:correct:217,generate:278\n", "case309:correct:218,generate:279\n", "case310:correct:219,generate:280\n", "case311:correct:220,generate:281\n", "case312:correct:220,generate:281\n", "case313:correct:220,generate:281\n", "case314:correct:220,generate:282\n", "case315:correct:221,generate:283\n", "case316:correct:222,generate:284\n", "请求超时\n", "case317:correct:222,generate:285\n", "case318:correct:223,generate:286\n", "case319:correct:224,generate:287\n", "case320:correct:224,generate:288\n", "case321:correct:225,generate:289\n", "case322:correct:226,generate:290\n", "case323:correct:227,generate:291\n", "case324:correct:228,generate:292\n", "case325:correct:229,generate:293\n", "case326:correct:229,generate:293\n", "case327:correct:229,generate:294\n", "case328:correct:229,generate:295\n", "case329:correct:230,generate:296\n", "case330:correct:231,generate:297\n", "case331:correct:232,generate:298\n", "case332:correct:233,generate:299\n", "case333:correct:234,generate:300\n", "case334:correct:234,generate:301\n", "case335:correct:235,generate:302\n", "请求超时\n", "case336:correct:235,generate:303\n", "case337:correct:236,generate:304\n", "case338:correct:237,generate:305\n", "case339:correct:238,generate:306\n", "case340:correct:239,generate:307\n", "case341:correct:240,generate:308\n", "case342:correct:241,generate:309\n", "请求超时\n", "case343:correct:241,generate:310\n", "case344:correct:241,generate:310\n", "case345:correct:241,generate:311\n", "case346:correct:242,generate:312\n", "case347:correct:242,generate:313\n", "case348:correct:243,generate:314\n", "case349:correct:243,generate:314\n", "case350:correct:244,generate:315\n", "case351:correct:244,generate:316\n", "case352:correct:244,generate:317\n", "case353:correct:245,generate:318\n", "case354:correct:246,generate:319\n", "case355:correct:246,generate:320\n", "case356:correct:247,generate:321\n", "case357:correct:248,generate:322\n", "case358:correct:249,generate:323\n", "case359:correct:249,generate:324\n", "case360:correct:250,generate:325\n", "case361:correct:251,generate:326\n", "case362:correct:252,generate:327\n", "case363:correct:253,generate:328\n", "case364:correct:254,generate:329\n", "case365:correct:255,generate:330\n", "case366:correct:256,generate:331\n", "case367:correct:257,generate:332\n", "请求超时\n", "case368:correct:257,generate:333\n", "case369:correct:258,generate:334\n", "case370:correct:258,generate:334\n", "case371:correct:259,generate:335\n", "case372:correct:260,generate:336\n", "case373:correct:260,generate:337\n", "case374:correct:261,generate:338\n", "case375:correct:262,generate:339\n", "case376:correct:262,generate:340\n", "case377:correct:263,generate:341\n", "case378:correct:263,generate:342\n", "case379:correct:263,generate:343\n", "case380:correct:264,generate:344\n", "case381:correct:265,generate:345\n", "case382:correct:266,generate:346\n", "case383:correct:267,generate:347\n", "case384:correct:268,generate:348\n", "case385:correct:269,generate:349\n", "case386:correct:270,generate:350\n", "case387:correct:271,generate:351\n", "case388:correct:272,generate:352\n", "case389:correct:272,generate:353\n", "case390:correct:272,generate:354\n", "case391:correct:272,generate:354\n", "case392:correct:273,generate:355\n", "case393:correct:273,generate:356\n", "case394:correct:274,generate:357\n", "case395:correct:275,generate:358\n", "case396:correct:276,generate:359\n", "case397:correct:277,generate:360\n", "case398:correct:277,generate:361\n", "case399:correct:278,generate:362\n", "case400:correct:279,generate:363\n", "case401:correct:280,generate:364\n", "case402:correct:281,generate:365\n", "case403:correct:282,generate:366\n", "case404:correct:283,generate:367\n", "case405:correct:284,generate:368\n", "case406:correct:284,generate:369\n", "case407:correct:285,generate:370\n", "case408:correct:286,generate:371\n", "case409:correct:286,generate:372\n", "case410:correct:287,generate:373\n", "case411:correct:288,generate:374\n", "case412:correct:289,generate:375\n", "case413:correct:290,generate:376\n", "case414:correct:291,generate:377\n", "case415:correct:291,generate:378\n", "case416:correct:292,generate:379\n", "case417:correct:293,generate:380\n", "case418:correct:293,generate:381\n", "case419:correct:294,generate:382\n", "case420:correct:294,generate:383\n", "case421:correct:295,generate:384\n", "case422:correct:296,generate:385\n", "case423:correct:296,generate:385\n", "case424:correct:297,generate:386\n", "case425:correct:297,generate:387\n", "case426:correct:298,generate:388\n", "case427:correct:298,generate:389\n", "case428:correct:298,generate:390\n", "case429:correct:299,generate:391\n", "case430:correct:300,generate:392\n", "case431:correct:301,generate:393\n", "case432:correct:302,generate:394\n", "case433:correct:303,generate:395\n", "case434:correct:303,generate:396\n", "case435:correct:304,generate:397\n", "case436:correct:304,generate:398\n", "case437:correct:304,generate:399\n", "case438:correct:305,generate:400\n", "case439:correct:305,generate:401\n", "case440:correct:306,generate:402\n", "case441:correct:306,generate:403\n", "case442:correct:307,generate:404\n", "case443:correct:307,generate:405\n", "case444:correct:308,generate:406\n", "case445:correct:308,generate:407\n", "case446:correct:309,generate:408\n" ] } ], "source": [ "total,correct,generate=extract_mermaid(grpo_rag_eval)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "case1:correct:1,generate:1\n", "case2:correct:2,generate:2\n", "case3:correct:3,generate:3\n", "case4:correct:3,generate:4\n", "case5:correct:3,generate:5\n", "case6:correct:4,generate:6\n", "case7:correct:5,generate:7\n", "case8:correct:5,generate:7\n", "case9:correct:6,generate:8\n", "case10:correct:7,generate:9\n", "case11:correct:8,generate:10\n", "case12:correct:8,generate:11\n", "case13:correct:8,generate:12\n", "case14:correct:9,generate:13\n", "case15:correct:9,generate:14\n", "case16:correct:10,generate:15\n", "case17:correct:11,generate:16\n", "case18:correct:11,generate:17\n", "case19:correct:11,generate:18\n", "请求超时\n", "case20:correct:11,generate:19\n", "case21:correct:12,generate:20\n", "case22:correct:12,generate:21\n", "case23:correct:12,generate:21\n", "case24:correct:12,generate:21\n", "case25:correct:13,generate:22\n", "case26:correct:14,generate:23\n", "case27:correct:15,generate:24\n", "请求超时\n", "case28:correct:15,generate:25\n", "case29:correct:16,generate:26\n", "case30:correct:16,generate:27\n", "case31:correct:17,generate:28\n", "case32:correct:18,generate:29\n", "case33:correct:18,generate:30\n", "case34:correct:19,generate:31\n", "case35:correct:20,generate:32\n", "case36:correct:21,generate:33\n", "case37:correct:22,generate:34\n", "case38:correct:22,generate:34\n", "case39:correct:23,generate:35\n", "case40:correct:24,generate:36\n", "case41:correct:24,generate:36\n", "case42:correct:25,generate:37\n", "case43:correct:26,generate:38\n", "case44:correct:27,generate:39\n", "case45:correct:28,generate:40\n", "case46:correct:29,generate:41\n", "case47:correct:30,generate:42\n", "case48:correct:31,generate:43\n", "case49:correct:31,generate:43\n", "case50:correct:32,generate:44\n", "case51:correct:32,generate:45\n", "case52:correct:33,generate:46\n", "case53:correct:34,generate:47\n", "case54:correct:35,generate:48\n", "case55:correct:35,generate:48\n", "case56:correct:35,generate:48\n", "case57:correct:36,generate:49\n", "case58:correct:36,generate:49\n", "case59:correct:37,generate:50\n", "case60:correct:38,generate:51\n", "case61:correct:39,generate:52\n", "case62:correct:40,generate:53\n", "case63:correct:40,generate:54\n", "case64:correct:40,generate:54\n", "case65:correct:41,generate:55\n", "case66:correct:42,generate:56\n", "case67:correct:43,generate:57\n", "请求超时\n", "case68:correct:43,generate:58\n", "case69:correct:43,generate:58\n", "case70:correct:44,generate:59\n", "case71:correct:45,generate:60\n", "case72:correct:45,generate:61\n", "case73:correct:45,generate:61\n", "case74:correct:45,generate:61\n", "case75:correct:46,generate:62\n", "case76:correct:47,generate:63\n", "case77:correct:48,generate:64\n", "case78:correct:49,generate:65\n", "case79:correct:50,generate:66\n", "case80:correct:51,generate:67\n", "case81:correct:52,generate:68\n", "case82:correct:52,generate:69\n", "case83:correct:53,generate:70\n", "请求超时\n", "case84:correct:53,generate:71\n", "case85:correct:54,generate:72\n", "case86:correct:55,generate:73\n", "case87:correct:56,generate:74\n", "case88:correct:57,generate:75\n", "case89:correct:58,generate:76\n", "case90:correct:59,generate:77\n", "case91:correct:60,generate:78\n", "case92:correct:60,generate:79\n", "case93:correct:61,generate:80\n", "case94:correct:62,generate:81\n", "case95:correct:63,generate:82\n", "case96:correct:64,generate:83\n", "case97:correct:65,generate:84\n", "请求超时\n", "case98:correct:65,generate:85\n", "case99:correct:66,generate:86\n", "case100:correct:67,generate:87\n", "case101:correct:68,generate:88\n", "case102:correct:69,generate:89\n", "case103:correct:70,generate:90\n", "case104:correct:71,generate:91\n", "case105:correct:72,generate:92\n", "case106:correct:73,generate:93\n", "case107:correct:73,generate:93\n", "case108:correct:73,generate:94\n", "case109:correct:74,generate:95\n", "case110:correct:74,generate:96\n", "case111:correct:74,generate:97\n", "case112:correct:75,generate:98\n", "case113:correct:76,generate:99\n", "case114:correct:77,generate:100\n", "case115:correct:78,generate:101\n", "case116:correct:78,generate:102\n", "case117:correct:79,generate:103\n", "case118:correct:79,generate:104\n", "case119:correct:79,generate:105\n", "case120:correct:80,generate:106\n", "case121:correct:81,generate:107\n", "case122:correct:82,generate:108\n", "case123:correct:83,generate:109\n", "case124:correct:83,generate:109\n", "case125:correct:84,generate:110\n", "case126:correct:85,generate:111\n", "case127:correct:86,generate:112\n", "case128:correct:87,generate:113\n", "case129:correct:88,generate:114\n", "case130:correct:89,generate:115\n", "case131:correct:90,generate:116\n", "case132:correct:90,generate:116\n", "case133:correct:90,generate:117\n", "case134:correct:91,generate:118\n", "case135:correct:91,generate:119\n", "case136:correct:92,generate:120\n", "case137:correct:93,generate:121\n", "case138:correct:93,generate:122\n", "case139:correct:94,generate:123\n", "case140:correct:95,generate:124\n", "case141:correct:96,generate:125\n", "case142:correct:97,generate:126\n", "case143:correct:98,generate:127\n", "case144:correct:99,generate:128\n", "case145:correct:99,generate:129\n", "case146:correct:100,generate:130\n", "case147:correct:100,generate:131\n", "请求超时\n", "case148:correct:100,generate:132\n", "case149:correct:101,generate:133\n", "case150:correct:102,generate:134\n", "case151:correct:103,generate:135\n", "case152:correct:104,generate:136\n", "case153:correct:105,generate:137\n", "case154:correct:106,generate:138\n", "case155:correct:107,generate:139\n", "case156:correct:108,generate:140\n", "case157:correct:108,generate:141\n", "case158:correct:109,generate:142\n", "case159:correct:109,generate:143\n", "case160:correct:109,generate:144\n", "case161:correct:110,generate:145\n", "case162:correct:110,generate:146\n", "case163:correct:111,generate:147\n", "case164:correct:112,generate:148\n", "case165:correct:113,generate:149\n", "case166:correct:113,generate:150\n", "case167:correct:113,generate:151\n", "case168:correct:114,generate:152\n", "case169:correct:115,generate:153\n", "case170:correct:116,generate:154\n", "case171:correct:116,generate:155\n", "case172:correct:117,generate:156\n", "case173:correct:117,generate:157\n", "case174:correct:118,generate:158\n", "请求超时\n", "case175:correct:118,generate:159\n", "case176:correct:118,generate:160\n", "case177:correct:119,generate:161\n", "case178:correct:120,generate:162\n", "case179:correct:121,generate:163\n", "case180:correct:121,generate:164\n", "case181:correct:122,generate:165\n", "case182:correct:123,generate:166\n", "case183:correct:123,generate:167\n", "case184:correct:123,generate:168\n", "case185:correct:124,generate:169\n", "case186:correct:125,generate:170\n", "case187:correct:125,generate:171\n", "case188:correct:125,generate:171\n", "case189:correct:126,generate:172\n", "case190:correct:127,generate:173\n", "case191:correct:128,generate:174\n", "case192:correct:128,generate:175\n", "case193:correct:128,generate:176\n", "case194:correct:128,generate:176\n", "case195:correct:129,generate:177\n", "case196:correct:129,generate:177\n", "case197:correct:130,generate:178\n", "case198:correct:130,generate:179\n", "请求超时\n", "case199:correct:130,generate:180\n", "case200:correct:131,generate:181\n", "case201:correct:132,generate:182\n", "case202:correct:132,generate:183\n", "case203:correct:133,generate:184\n", "case204:correct:134,generate:185\n", "case205:correct:135,generate:186\n", "case206:correct:135,generate:187\n", "case207:correct:136,generate:188\n", "case208:correct:137,generate:189\n", "case209:correct:138,generate:190\n", "case210:correct:139,generate:191\n", "case211:correct:140,generate:192\n", "case212:correct:141,generate:193\n", "case213:correct:141,generate:194\n", "case214:correct:142,generate:195\n", "case215:correct:142,generate:196\n", "case216:correct:143,generate:197\n", "请求超时\n", "case217:correct:143,generate:198\n", "case218:correct:144,generate:199\n", "case219:correct:144,generate:199\n", "case220:correct:144,generate:200\n", "case221:correct:144,generate:200\n", "case222:correct:144,generate:201\n", "case223:correct:145,generate:202\n", "case224:correct:146,generate:203\n", "case225:correct:147,generate:204\n", "case226:correct:148,generate:205\n", "case227:correct:148,generate:206\n", "case228:correct:148,generate:207\n", "case229:correct:149,generate:208\n", "case230:correct:149,generate:208\n", "case231:correct:149,generate:209\n", "case232:correct:150,generate:210\n", "case233:correct:151,generate:211\n", "case234:correct:152,generate:212\n", "case235:correct:153,generate:213\n", "case236:correct:153,generate:213\n", "case237:correct:154,generate:214\n", "case238:correct:155,generate:215\n", "case239:correct:156,generate:216\n", "请求超时\n", "case240:correct:156,generate:217\n", "case241:correct:157,generate:218\n", "case242:correct:158,generate:219\n", "case243:correct:159,generate:220\n", "case244:correct:160,generate:221\n", "case245:correct:161,generate:222\n", "case246:correct:162,generate:223\n", "case247:correct:163,generate:224\n", "case248:correct:163,generate:224\n", "case249:correct:164,generate:225\n", "case250:correct:165,generate:226\n", "请求超时\n", "case251:correct:165,generate:227\n", "case252:correct:166,generate:228\n", "case253:correct:167,generate:229\n", "case254:correct:168,generate:230\n", "case255:correct:169,generate:231\n", "case256:correct:170,generate:232\n", "case257:correct:171,generate:233\n", "case258:correct:171,generate:234\n", "case259:correct:172,generate:235\n", "case260:correct:173,generate:236\n", "case261:correct:173,generate:237\n", "case262:correct:174,generate:238\n", "case263:correct:175,generate:239\n", "case264:correct:176,generate:240\n", "case265:correct:177,generate:241\n", "case266:correct:178,generate:242\n", "case267:correct:179,generate:243\n", "case268:correct:180,generate:244\n", "case269:correct:181,generate:245\n", "case270:correct:182,generate:246\n", "case271:correct:183,generate:247\n", "case272:correct:184,generate:248\n", "请求超时\n", "case273:correct:184,generate:249\n", "case274:correct:185,generate:250\n", "case275:correct:185,generate:251\n", "case276:correct:185,generate:252\n", "case277:correct:186,generate:253\n", "case278:correct:187,generate:254\n", "case279:correct:187,generate:255\n", "请求超时\n", "case280:correct:187,generate:256\n", "case281:correct:187,generate:256\n", "请求超时\n", "case282:correct:187,generate:257\n", "case283:correct:187,generate:258\n", "请求超时\n", "case284:correct:187,generate:259\n", "请求超时\n", "case285:correct:187,generate:260\n", "请求超时\n", "case286:correct:187,generate:261\n", "case287:correct:188,generate:262\n", "case288:correct:189,generate:263\n", "请求超时\n", "case289:correct:189,generate:264\n", "请求超时\n", "case290:correct:189,generate:265\n", "case291:correct:189,generate:265\n", "请求超时\n", "case292:correct:189,generate:266\n", "case293:correct:190,generate:267\n", "case294:correct:191,generate:268\n", "case295:correct:192,generate:269\n", "case296:correct:193,generate:270\n", "case297:correct:194,generate:271\n", "case298:correct:194,generate:272\n", "case299:correct:195,generate:273\n", "请求超时\n", "case300:correct:195,generate:274\n", "请求超时\n", "case301:correct:195,generate:275\n", "case302:correct:195,generate:275\n", "case303:correct:196,generate:276\n", "case304:correct:197,generate:277\n", "case305:correct:197,generate:278\n", "case306:correct:197,generate:279\n", "case307:correct:197,generate:280\n", "case308:correct:198,generate:281\n", "case309:correct:198,generate:281\n", "case310:correct:198,generate:282\n", "case311:correct:199,generate:283\n", "case312:correct:199,generate:284\n", "case313:correct:200,generate:285\n", "请求超时\n", "case314:correct:200,generate:286\n", "case315:correct:201,generate:287\n", "case316:correct:201,generate:288\n", "case317:correct:201,generate:288\n", "case318:correct:202,generate:289\n", "case319:correct:202,generate:290\n", "case320:correct:203,generate:291\n", "case321:correct:204,generate:292\n", "case322:correct:204,generate:293\n", "case323:correct:205,generate:294\n", "case324:correct:206,generate:295\n", "case325:correct:206,generate:296\n", "case326:correct:207,generate:297\n", "case327:correct:207,generate:298\n", "请求超时\n", "case328:correct:207,generate:299\n", "请求超时\n", "case329:correct:207,generate:300\n", "请求超时\n", "case330:correct:207,generate:301\n", "case331:correct:207,generate:302\n", "请求超时\n", "case332:correct:207,generate:303\n", "case333:correct:208,generate:304\n", "请求超时\n", "case334:correct:208,generate:305\n", "请求超时\n", "case335:correct:208,generate:306\n", "case336:correct:209,generate:307\n", "case337:correct:210,generate:308\n", "case338:correct:211,generate:309\n", "case339:correct:212,generate:310\n", "请求超时\n", "case340:correct:212,generate:311\n", "请求超时\n", "case341:correct:212,generate:312\n", "case342:correct:212,generate:313\n", "case343:correct:213,generate:314\n", "case344:correct:214,generate:315\n", "请求超时\n", "case345:correct:214,generate:316\n", "case346:correct:215,generate:317\n", "case347:correct:216,generate:318\n", "case348:correct:216,generate:319\n", "case349:correct:217,generate:320\n", "case350:correct:218,generate:321\n", "case351:correct:219,generate:322\n", "case352:correct:219,generate:323\n", "case353:correct:220,generate:324\n", "case354:correct:220,generate:325\n", "case355:correct:220,generate:326\n", "case356:correct:221,generate:327\n", "case357:correct:222,generate:328\n", "请求超时\n", "case358:correct:222,generate:329\n", "case359:correct:222,generate:330\n", "case360:correct:223,generate:331\n", "case361:correct:223,generate:331\n", "case362:correct:224,generate:332\n", "case363:correct:224,generate:333\n", "case364:correct:225,generate:334\n", "请求超时\n", "case365:correct:225,generate:335\n", "case366:correct:225,generate:336\n", "case367:correct:226,generate:337\n", "请求超时\n", "case368:correct:226,generate:338\n", "case369:correct:227,generate:339\n", "case370:correct:227,generate:339\n", "case371:correct:228,generate:340\n", "case372:correct:229,generate:341\n", "请求超时\n", "case373:correct:229,generate:342\n", "请求超时\n", "case374:correct:229,generate:343\n", "case375:correct:230,generate:344\n", "case376:correct:230,generate:345\n", "case377:correct:231,generate:346\n", "case378:correct:231,generate:347\n", "请求超时\n", "case379:correct:231,generate:348\n", "请求超时\n", "case380:correct:231,generate:349\n", "case381:correct:232,generate:350\n", "请求超时\n", "case382:correct:232,generate:351\n", "case383:correct:232,generate:352\n", "case384:correct:233,generate:353\n", "case385:correct:234,generate:354\n", "请求超时\n", "case386:correct:234,generate:355\n", "case387:correct:235,generate:356\n", "case388:correct:235,generate:356\n", "case389:correct:236,generate:357\n", "case390:correct:236,generate:358\n", "case391:correct:237,generate:359\n", "case392:correct:238,generate:360\n", "case393:correct:239,generate:361\n", "case394:correct:240,generate:362\n", "case395:correct:241,generate:363\n", "case396:correct:241,generate:364\n", "case397:correct:242,generate:365\n", "case398:correct:243,generate:366\n", "case399:correct:244,generate:367\n", "case400:correct:244,generate:367\n", "case401:correct:245,generate:368\n", "case402:correct:246,generate:369\n", "请求超时\n", "case403:correct:246,generate:370\n", "case404:correct:246,generate:370\n", "case405:correct:246,generate:371\n", "case406:correct:247,generate:372\n", "case407:correct:247,generate:373\n", "请求超时\n", "case408:correct:247,generate:374\n", "case409:correct:247,generate:374\n", "case410:correct:247,generate:375\n", "case411:correct:247,generate:376\n", "case412:correct:248,generate:377\n", "case413:correct:249,generate:378\n", "case414:correct:250,generate:379\n", "case415:correct:251,generate:380\n", "case416:correct:252,generate:381\n", "case417:correct:253,generate:382\n", "case418:correct:254,generate:383\n", "case419:correct:254,generate:384\n", "case420:correct:255,generate:385\n", "case421:correct:256,generate:386\n", "case422:correct:257,generate:387\n", "case423:correct:257,generate:388\n", "case424:correct:258,generate:389\n", "case425:correct:259,generate:390\n", "case426:correct:260,generate:391\n", "case427:correct:261,generate:392\n", "case428:correct:262,generate:393\n", "case429:correct:263,generate:394\n", "case430:correct:264,generate:395\n", "case431:correct:265,generate:396\n", "case432:correct:266,generate:397\n", "case433:correct:267,generate:398\n", "case434:correct:268,generate:399\n", "case435:correct:269,generate:400\n", "case436:correct:269,generate:401\n", "case437:correct:270,generate:402\n", "case438:correct:271,generate:403\n", "case439:correct:272,generate:404\n", "case440:correct:272,generate:405\n", "case441:correct:272,generate:406\n", "case442:correct:273,generate:407\n", "case443:correct:274,generate:408\n", "case444:correct:275,generate:409\n", "case445:correct:276,generate:410\n", "case446:correct:277,generate:411\n" ] } ], "source": [ "total,correct,generate=extract_mermaid(base_eval)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "446 277 411\n", "446 299 418\n", "446 312 412\n", "446 309 408" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.9147982062780269, 0.7392344497607656)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "408/446,309/408" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 客观" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "case0-checkpoint.json\n", "{'score': '85分', 'weight': '2'}\n", "case0-checkpoint.json\n", "{'score': '78分', 'weight': '3'}\n", "case0-checkpoint.json\n", "{'score': '72分', 'weight': '1'}\n", "case0-checkpoint.json\n", "{'score': '76分', 'weight': '4'}\n", "case0-checkpoint.json\n", "case0.json\n", "{'score': '85分', 'weight': '2'}\n", "case0.json\n", "{'score': '75分', 'weight': '3'}\n", "case0.json\n", "{'score': '80分', 'weight': '4'}\n", "case0.json\n", "{'score': '70分', 'weight': '1'}\n", "case0.json\n", "case1-checkpoint.json\n", "{'score': '75分', 'weight': '2'}\n", "case1-checkpoint.json\n", "{'score': '70分', 'weight': '1'}\n", "case1-checkpoint.json\n", "{'score': '65分', 'weight': '3'}\n", "case1-checkpoint.json\n", "{'score': '60分', 'weight': '4'}\n", "case1-checkpoint.json\n", "case1.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case1.json\n", "{'score': '80分', 'weight': '2'}\n", "case1.json\n", "{'score': '75分', 'weight': '0.8'}\n", "case1.json\n", "{'score': '65分', 'weight': '1.2'}\n", "case1.json\n", "case10.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case10.json\n", "{'score': '80分', 'weight': '1.3'}\n", "case10.json\n", "{'score': '75分', 'weight': '1.1'}\n", "case10.json\n", "{'score': '70分', 'weight': '1.4'}\n", "case10.json\n", "case100.json\n", "{'score': '85分', 'weight': '0.9'}\n", "case100.json\n", "{'score': '80分', 'weight': '1.2'}\n", "case100.json\n", "{'score': '75分', 'weight': '1.1'}\n", "case100.json\n", "{'score': '70分', 'weight': '0.8'}\n", "case100.json\n", "case101.json\n", "{'score': '85分', 'weight': '2'}\n", "case101.json\n", "{'score': '75分', 'weight': '3'}\n", "case101.json\n", "{'score': '80分', 'weight': '4'}\n", "case101.json\n", "{'score': '70分', 'weight': '1'}\n", "case101.json\n", "case102.json\n", "{'score': '75分', 'weight': '1.5'}\n", "case102.json\n", "{'score': '80分', 'weight': '1'}\n", "case102.json\n", "{'score': '70分', 'weight': '1.2'}\n", "case102.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case102.json\n", "case103.json\n", "{'score': '85分', 'weight': '2'}\n", "case103.json\n", "{'score': '75分', 'weight': '3'}\n", "case103.json\n", "{'score': '80分', 'weight': '1'}\n", "case103.json\n", "{'score': '70分', 'weight': '4'}\n", "case103.json\n", "case104.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case104.json\n", "{'score': '80分', 'weight': '1.5'}\n", "case104.json\n", "{'score': '75分', 'weight': '1.3'}\n", "case104.json\n", "{'score': '70分', 'weight': '1'}\n", "case104.json\n", "case105.json\n", "{'score': '85分', 'weight': '1'}\n", "case105.json\n", "{'score': '60分', 'weight': '2'}\n", "case105.json\n", "{'score': '75分', 'weight': '3'}\n", "case105.json\n", "{'score': '65分', 'weight': '4'}\n", "case105.json\n", "case106.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case106.json\n", "{'score': '75分', 'weight': '2'}\n", "case106.json\n", "{'score': '65分', 'weight': '2.5'}\n", "case106.json\n", "{'score': '70分', 'weight': '3'}\n", "case106.json\n", "case107.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case107.json\n", "{'score': '75分', 'weight': '1'}\n", "case107.json\n", "{'score': '80分', 'weight': '1.1'}\n", "case107.json\n", "{'score': '70分', 'weight': '1.3'}\n", "case107.json\n", "case108.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case108.json\n", "{'score': '75分', 'weight': '2.0'}\n", "case108.json\n", "{'score': '60分', 'weight': '1.0'}\n", "case108.json\n", "{'score': '65分', 'weight': '1.5'}\n", "case108.json\n", "case109.json\n", "{'score': '85分', 'weight': '1'}\n", "case109.json\n", "{'score': '82分', 'weight': '2'}\n", "case109.json\n", "{'score': '90分', 'weight': '3'}\n", "case109.json\n", "{'score': '80分', 'weight': '1'}\n", "case109.json\n", "case11-checkpoint.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case11-checkpoint.json\n", "{'score': '78分', 'weight': '2'}\n", "case11-checkpoint.json\n", "{'score': '72分', 'weight': '1.2'}\n", "case11-checkpoint.json\n", "{'score': '65分', 'weight': '1.3'}\n", "case11-checkpoint.json\n", "case11.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case11.json\n", "{'score': '80分', 'weight': '2'}\n", "case11.json\n", "{'score': '78分', 'weight': '1.2'}\n", "case11.json\n", "{'score': '70分', 'weight': '1.3'}\n", "case11.json\n", "case110.json\n", "{'score': '85分', 'weight': '2'}\n", "case110.json\n", "{'score': '78分', 'weight': '3'}\n", "case110.json\n", "{'score': '65分', 'weight': '1'}\n", "case110.json\n", "{'score': '72分', 'weight': '4'}\n", "case110.json\n", "case111.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case111.json\n", "{'score': '78分', 'weight': '1.1'}\n", "case111.json\n", "{'score': '70分', 'weight': '0.9'}\n", "case111.json\n", "{'score': '65分', 'weight': '0.8'}\n", "case111.json\n", "case112.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case112.json\n", "{'score': '78分', 'weight': '1.3'}\n", "case112.json\n", "{'score': '82分', 'weight': '1.1'}\n", "case112.json\n", "{'score': '70分', 'weight': '1.4'}\n", "case112.json\n", "case113.json\n", "{'score': '85分', 'weight': '2'}\n", "case113.json\n", "{'score': '80分', 'weight': '3'}\n", "case113.json\n", "{'score': '70分', 'weight': '5'}\n", "case113.json\n", "{'score': '75分', 'weight': '4'}\n", "case113.json\n", "case114.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case114.json\n", "{'score': '72分', 'weight': '1'}\n", "case114.json\n", "{'score': '78分', 'weight': '1.1'}\n", "case114.json\n", "{'score': '65分', 'weight': '1.3'}\n", "case114.json\n", "case115.json\n", "{'score': '85分', 'weight': '2'}\n", "case115.json\n", "{'score': '75分', 'weight': '3'}\n", "case115.json\n", "{'score': '80分', 'weight': '4'}\n", "case115.json\n", "{'score': '90分', 'weight': '1'}\n", "case115.json\n", "case116.json\n", "{'score': '75分', 'weight': '1.2'}\n", "case116.json\n", "{'score': '70分', 'weight': '1.3'}\n", "case116.json\n", "{'score': '80分', 'weight': '1.1'}\n", "case116.json\n", "{'score': '65分', 'weight': '1.4'}\n", "case116.json\n", "case117.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case117.json\n", "{'score': '80分', 'weight': '1.2'}\n", "case117.json\n", "{'score': '75分', 'weight': '1'}\n", "case117.json\n", "{'score': '70分', 'weight': '1'}\n", "case117.json\n", "case118.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case118.json\n", "{'score': '75分', 'weight': '2'}\n", "case118.json\n", "{'score': '70分', 'weight': '1'}\n", "case118.json\n", "{'score': '65分', 'weight': '0.5'}\n", "case118.json\n", "case119.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case119.json\n", "{'score': '75分', 'weight': '1.2'}\n", "case119.json\n", "{'score': '70分', 'weight': '1.8'}\n", "case119.json\n", "{'score': '60分', 'weight': '1.0'}\n", "case119.json\n", "case12.json\n", "{'score': '85分', 'weight': '2'}\n", "case12.json\n", "{'score': '80分', 'weight': '3'}\n", "case12.json\n", "{'score': '75分', 'weight': '1'}\n", "case12.json\n", "{'score': '70分', 'weight': '4'}\n", "case12.json\n", "case120.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case120.json\n", "{'score': '78分', 'weight': '1.5'}\n", "case120.json\n", "{'score': '82分', 'weight': '1.3'}\n", "case120.json\n", "{'score': '70分', 'weight': '1.0'}\n", "case120.json\n", "case121.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case121.json\n", "{'score': '75分', 'weight': '1.5'}\n", "case121.json\n", "{'score': '65分', 'weight': '1.3'}\n", "case121.json\n", "{'score': '80分', 'weight': '1.8'}\n", "case121.json\n", "case122.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case122.json\n", "{'score': '75分', 'weight': '1.1'}\n", "case122.json\n", "{'score': '70分', 'weight': '0.9'}\n", "case122.json\n", "{'score': '80分', 'weight': '0.8'}\n", "case122.json\n", "case123.json\n", "{'score': '80分', 'weight': '2'}\n", "case123.json\n", "{'score': '75分', 'weight': '1'}\n", "case123.json\n", "{'score': '85分', 'weight': '3'}\n", "case123.json\n", "{'score': '70分', 'weight': '1'}\n", "case123.json\n", "case124.json\n", "{'score': '85分', 'weight': '3'}\n", "case124.json\n", "{'score': '73分', 'weight': '4'}\n", "case124.json\n", "{'score': '78分', 'weight': '2'}\n", "case124.json\n", "{'score': '68分', 'weight': '1'}\n", "case124.json\n", "case125.json\n", "{'score': '85分', 'weight': '2'}\n", "case125.json\n", "{'score': '75分', 'weight': '3'}\n", "case125.json\n", "{'score': '80分', 'weight': '2'}\n", "case125.json\n", "{'score': '70分', 'weight': '1'}\n", "case125.json\n", "case126.json\n", "{'score': '85分', 'weight': '1'}\n", "case126.json\n", "{'score': '65分', 'weight': '2'}\n", "case126.json\n", "{'score': '75分', 'weight': '1.5'}\n", "case126.json\n", "{'score': '90分', 'weight': '0.5'}\n", "case126.json\n", "case127.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case127.json\n", "{'score': '75分', 'weight': '1'}\n", "case127.json\n", "{'score': '65分', 'weight': '0.5'}\n", "case127.json\n", "{'score': '55分', 'weight': '2'}\n", "case127.json\n", "case128.json\n", "case129.json\n", "{'score': '85分', 'weight': '2'}\n", "case129.json\n", "{'score': '70分', 'weight': '1'}\n", "case129.json\n", "{'score': '65分', 'weight': '3'}\n", "case129.json\n", "{'score': '55分', 'weight': '4'}\n", "case129.json\n", "case13.json\n", "{'score': '75分', 'weight': '2'}\n", "case13.json\n", "{'score': '70分', 'weight': '1.5'}\n", "case13.json\n", "{'score': '65分', 'weight': '1'}\n", "case13.json\n", "{'score': '80分', 'weight': '1.8'}\n", "case13.json\n", "case130.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case130.json\n", "{'score': '80分', 'weight': '2.0'}\n", "case130.json\n", "{'score': '70分', 'weight': '2.5'}\n", "case130.json\n", "{'score': '75分', 'weight': '2.0'}\n", "case130.json\n", "case131.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case131.json\n", "{'score': '80分', 'weight': '1.1'}\n", "case131.json\n", "{'score': '70分', 'weight': '0.9'}\n", "case131.json\n", "{'score': '75分', 'weight': '0.8'}\n", "case131.json\n", "case132.json\n", "{'score': '88分', 'weight': '0.9'}\n", "case132.json\n", "{'score': '85分', 'weight': '1.1'}\n", "case132.json\n", "{'score': '72分', 'weight': '1.3'}\n", "case132.json\n", "{'score': '78分', 'weight': '0.7'}\n", "case132.json\n", "case133.json\n", "{'score': '85分', 'weight': '1'}\n", "case133.json\n", "{'score': '88分', 'weight': '2'}\n", "case133.json\n", "{'score': '90分', 'weight': '1.5'}\n", "case133.json\n", "{'score': '80分', 'weight': '2.5'}\n", "case133.json\n", "case134.json\n", "{'score': '85分', 'weight': '2'}\n", "case134.json\n", "{'score': '75分', 'weight': '3'}\n", "case134.json\n", "{'score': '70分', 'weight': '1'}\n", "case134.json\n", "{'score': '80分', 'weight': '4'}\n", "case134.json\n", "case135.json\n", "{'score': '85分', 'weight': '2'}\n", "case135.json\n", "{'score': '75分', 'weight': '3'}\n", "case135.json\n", "{'score': '80分', 'weight': '1'}\n", "case135.json\n", "{'score': '70分', 'weight': '4'}\n", "case135.json\n", "case136.json\n", "{'score': '85分', 'weight': '0.9'}\n", "case136.json\n", "{'score': '75分', 'weight': '1.2'}\n", "case136.json\n", "{'score': '80分', 'weight': '1.0'}\n", "case136.json\n", "{'score': '70分', 'weight': '0.8'}\n", "case136.json\n", "case137.json\n", "{'score': '85分', 'weight': '1'}\n", "case137.json\n", "{'score': '70分', 'weight': '2'}\n", "case137.json\n", "{'score': '75分', 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'weight': '2'}\n", "case65.json\n", "{'score': '75分', 'weight': '3'}\n", "case65.json\n", "{'score': '70分', 'weight': '4'}\n", "case65.json\n", "case66.json\n", "{'score': '75分', 'weight': '0.8'}\n", "case66.json\n", "{'score': '80分', 'weight': '1.2'}\n", "case66.json\n", "{'score': '65分', 'weight': '1.0'}\n", "case66.json\n", "{'score': '70分', 'weight': '1.0'}\n", "case66.json\n", "case67.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case67.json\n", "{'score': '78分', 'weight': '1.5'}\n", "case67.json\n", "{'score': '72分', 'weight': '0.9'}\n", "case67.json\n", "{'score': '68分', 'weight': '1.4'}\n", "case67.json\n", "case68.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case68.json\n", "{'score': '70分', 'weight': '1.2'}\n", "case68.json\n", "{'score': '75分', 'weight': '1.8'}\n", "case68.json\n", "{'score': '65分', 'weight': '1.0'}\n", "case68.json\n", "case69.json\n", "{'score': '90分', 'weight': '0.9'}\n", "case69.json\n", "{'score': '82分', 'weight': '1.1'}\n", "case69.json\n", "{'score': '85分', 'weight': '1'}\n", "case69.json\n", "{'score': '75分', 'weight': '1'}\n", "case69.json\n", "case7.json\n", "{'score': '85分', 'weight': '2'}\n", "case7.json\n", "{'score': '80分', 'weight': '3'}\n", "case7.json\n", "{'score': '75分', 'weight': '1'}\n", "case7.json\n", "{'score': '78分', 'weight': '4'}\n", "case7.json\n", "case70.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case70.json\n", "{'score': '75分', 'weight': '1.2'}\n", "case70.json\n", "{'score': '65分', 'weight': '1.3'}\n", "case70.json\n", "{'score': '70分', 'weight': '1.0'}\n", "case70.json\n", "case71.json\n", "{'score': '90分', 'weight': '1.5'}\n", "case71.json\n", "{'score': '85分', 'weight': '1'}\n", "case71.json\n", "{'score': '70分', 'weight': '2'}\n", "case71.json\n", "{'score': '80分', 'weight': '0.5'}\n", "case71.json\n", "case72.json\n", "{'score': '85分', 'weight': '1'}\n", "case72.json\n", "{'score': '75分', 'weight': '2'}\n", "case72.json\n", "{'score': '80分', 'weight': '1'}\n", "case72.json\n", "{'score': '78分', 'weight': '3'}\n", "case72.json\n", "case73.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case73.json\n", "{'score': '75分', 'weight': '1.2'}\n", "case73.json\n", "{'score': '80分', 'weight': '0.9'}\n", "case73.json\n", "{'score': '70分', 'weight': '1.1'}\n", "case73.json\n", "case74.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case74.json\n", "{'score': '75分', 'weight': '1.2'}\n", "case74.json\n", "{'score': '70分', 'weight': '1'}\n", "case74.json\n", "{'score': '60分', 'weight': '1'}\n", "case74.json\n", "case75.json\n", "{'score': '85分', 'weight': '2'}\n", "case75.json\n", "{'score': '75分', 'weight': '2'}\n", "case75.json\n", "{'score': '80分', 'weight': '1'}\n", "case75.json\n", "{'score': '70分', 'weight': '3'}\n", "case75.json\n", "case76.json\n", "{'score': '85分', 'weight': '2'}\n", "case76.json\n", "{'score': '70分', 'weight': '3'}\n", "case76.json\n", "{'score': '75分', 'weight': '1'}\n", "case76.json\n", "{'score': '80分', 'weight': '4'}\n", "case76.json\n", "case77.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case77.json\n", "{'score': '70分', 'weight': '1.2'}\n", "case77.json\n", "{'score': '75分', 'weight': '1'}\n", "case77.json\n", "{'score': '90分', 'weight': '1'}\n", "case77.json\n", "case78.json\n", "{'score': '85分', 'weight': '2'}\n", "case78.json\n", "{'score': '78分', 'weight': '3'}\n", "case78.json\n", "{'score': '82分', 'weight': '1'}\n", "case78.json\n", "{'score': '75分', 'weight': '4'}\n", "case78.json\n", "case79.json\n", "{'score': '85分', 'weight': '1'}\n", "case79.json\n", "{'score': '75分', 'weight': '1.5'}\n", "case79.json\n", "{'score': '80分', 'weight': '1.2'}\n", "case79.json\n", "{'score': '70分', 'weight': '1.3'}\n", "case79.json\n", "case8.json\n", "{'score': '95分', 'weight': '1.5'}\n", "case8.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case8.json\n", "{'score': '90分', 'weight': '1.2'}\n", "case8.json\n", "{'score': '80分', 'weight': '0.5'}\n", "case8.json\n", "case80.json\n", "{'score': '85分', 'weight': '2'}\n", "case80.json\n", "{'score': '75分', 'weight': '3'}\n", "case80.json\n", "{'score': '65分', 'weight': '2'}\n", "case80.json\n", "{'score': '70分', 'weight': '1'}\n", "case80.json\n", "case81.json\n", "{'score': '85分', 'weight': '3'}\n", "case81.json\n", "{'score': '80分', 'weight': '2'}\n", "case81.json\n", "{'score': '90分', 'weight': '2'}\n", "case81.json\n", "{'score': '75分', 'weight': '1'}\n", "case81.json\n", "case82.json\n", "{'score': '85分', 'weight': '2'}\n", "case82.json\n", "{'score': '75分', 'weight': '1'}\n", "case82.json\n", "{'score': '65分', 'weight': '3'}\n", "case82.json\n", "{'score': '90分', 'weight': '4'}\n", "case82.json\n", "case83.json\n", "{'score': '85分', 'weight': '1.5'}\n", "case83.json\n", "{'score': '80分', 'weight': '1.2'}\n", "case83.json\n", "{'score': '75分', 'weight': '1.7'}\n", "case83.json\n", "{'score': '78分', 'weight': '1.8'}\n", "case83.json\n", "case84.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case84.json\n", "{'score': '90分', 'weight': '1.2'}\n", "case84.json\n", "{'score': '75分', 'weight': '1'}\n", "case84.json\n", "{'score': '70分', 'weight': '1'}\n", "case84.json\n", "case85.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case85.json\n", "{'score': '75分', 'weight': '1.5'}\n", "case85.json\n", "{'score': '80分', 'weight': '1.0'}\n", "case85.json\n", "{'score': '70分', 'weight': '1.3'}\n", "case85.json\n", "case86.json\n", "{'score': '85分', 'weight': '2'}\n", "case86.json\n", "{'score': '75分', 'weight': '3'}\n", "case86.json\n", "{'score': '80分', 'weight': '1'}\n", "case86.json\n", "{'score': '70分', 'weight': '4'}\n", "case86.json\n", "case87.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case87.json\n", "{'score': '78分', 'weight': '1.1'}\n", "case87.json\n", "{'score': '88分', 'weight': '1.2'}\n", "case87.json\n", "{'score': '82分', 'weight': '0.9'}\n", "case87.json\n", "case88.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case88.json\n", "{'score': '75分', 'weight': '1.1'}\n", "case88.json\n", "{'score': '80分', 'weight': '1.3'}\n", "case88.json\n", "{'score': '65分', 'weight': '1.4'}\n", "case88.json\n", "case89.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case89.json\n", "{'score': '90分', 'weight': '0.8'}\n", "case89.json\n", "{'score': '75分', 'weight': '1.5'}\n", "case89.json\n", "{'score': '70分', 'weight': '1.2'}\n", "case89.json\n", "case9.json\n", "{'score': '85分', 'weight': '2'}\n", "case9.json\n", "{'score': '78分', 'weight': '3'}\n", "case9.json\n", "{'score': '82分', 'weight': '1'}\n", "case9.json\n", "{'score': '75分', 'weight': '4'}\n", "case9.json\n", "case90.json\n", "{'score': '85分', 'weight': '1.2'}\n", "case90.json\n", "{'score': '75分', 'weight': '1.4'}\n", "case90.json\n", "{'score': '80分', 'weight': '1.1'}\n", "case90.json\n", "{'score': '70分', 'weight': '0.9'}\n", "case90.json\n", "case91.json\n", "{'score': '83分', 'weight': '1.5'}\n", "case91.json\n", "{'score': '75分', 'weight': '0.8'}\n", "case91.json\n", "{'score': '72分', 'weight': '1.2'}\n", "case91.json\n", "{'score': '78分', 'weight': '1'}\n", "case91.json\n", "case92.json\n", "{'score': '85分', 'weight': '2'}\n", "case92.json\n", "{'score': '90分', 'weight': '4'}\n", "case92.json\n", "{'score': '75分', 'weight': '3'}\n", "case92.json\n", "{'score': '80分', 'weight': '1'}\n", "case92.json\n", "case93.json\n", "{'score': '85分', 'weight': '1'}\n", "case93.json\n", "{'score': '75分', 'weight': '2'}\n", "case93.json\n", "{'score': '70分', 'weight': '3'}\n", "case93.json\n", "{'score': '78分', 'weight': '4'}\n", "case93.json\n", "case94.json\n", "{'score': '85分', 'weight': '1'}\n", "case94.json\n", "{'score': '80分', 'weight': '2'}\n", "case94.json\n", "{'score': '75分', 'weight': '1'}\n", "case94.json\n", "{'score': '90分', 'weight': '3'}\n", "case94.json\n", "case95.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case95.json\n", "{'score': '90分', 'weight': '1.3'}\n", "case95.json\n", "{'score': '75分', 'weight': '1'}\n", "case95.json\n", "{'score': '70分', 'weight': '1.5'}\n", "case95.json\n", "case96.json\n", "{'score': '85分', 'weight': '0.8'}\n", "case96.json\n", "{'score': '78分', 'weight': '1.2'}\n", "case96.json\n", "{'score': '72分', 'weight': '1.5'}\n", "case96.json\n", "{'score': '65分', 'weight': '1.5'}\n", "case96.json\n", "case97.json\n", "{'score': '85分', 'weight': '1'}\n", "case97.json\n", "{'score': '70分', 'weight': '2'}\n", "case97.json\n", "{'score': '80分', 'weight': '3'}\n", "case97.json\n", "{'score': '75分', 'weight': '4'}\n", "case97.json\n", "case98.json\n", "{'score': '85分', 'weight': '1'}\n", "case98.json\n", "{'score': '78分', 'weight': '2'}\n", "case98.json\n", "{'score': '73分', 'weight': '3'}\n", "case98.json\n", "{'score': '88分', 'weight': '4'}\n", "case98.json\n", "case99.json\n", "{'score': '85分', 'weight': '1.3'}\n", "case99.json\n", "{'score': '78分', 'weight': '1.2'}\n", "case99.json\n", "{'score': '82分', 'weight': '1.4'}\n", "case99.json\n", "{'score': '74分', 'weight': '1.1'}\n", "case99.json\n", "案例: case0.json\n", " 物料平衡准确性: 分数=75, 权重=1.5\n", " 设备适用性与参数合理性: 分数=85, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=60, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case1.json\n", " 物料平衡准确性: 分数=88, 权重=2\n", " 设备适用性与参数合理性: 分数=82, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78.5\n", "\n", "案例: case10.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=2.0\n", " 操作顺序与条件一致性: 分数=80, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 76\n", "\n", "案例: case100.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.3\n", " 安全与环保合规性: 分数=78, 权重=1\n", " 综合得分: 79\n", "\n", "案例: case101.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.7\n", " 综合得分: 77\n", "\n", "案例: case102.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=75, 权重=2\n", " 安全与环保合规性: 分数=72, 权重=3\n", " 综合得分: 76\n", "\n", "案例: case103.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=72, 权重=1.0\n", " 安全与环保合规性: 分数=80, 权重=0.8\n", " 综合得分: 76\n", "\n", "案例: case104.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=3\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 73\n", "\n", "案例: case105.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=72, 权重=4\n", " 安全与环保合规性: 分数=68, 权重=1\n", " 综合得分: 75\n", "\n", "案例: case106.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77.5\n", "\n", "案例: case107.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case108.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=72, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=1.3\n", " 综合得分: 76\n", "\n", "案例: case109.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=78, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 79\n", "\n", "案例: case11.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=2\n", " 安全与环保合规性: 分数=80, 权重=0.5\n", " 综合得分: 74\n", "\n", "案例: case110.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case111.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1.7\n", " 安全与环保合规性: 分数=60, 权重=1.0\n", " 综合得分: 73\n", "\n", "案例: case112.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=0.8\n", " 安全与环保合规性: 分数=60, 权重=1.2\n", " 综合得分: 73\n", "\n", "案例: case113.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=75, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case114.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case115.json\n", " 物料平衡准确性: 分数=95, 权重=0.8\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=88, 权重=1.0\n", " 安全与环保合规性: 分数=90, 权重=1.0\n", " 综合得分: 90\n", "\n", "案例: case116.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=78, 权重=1.5\n", " 综合得分: 80\n", "\n", "案例: case117.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case118.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case119.json\n", " 物料平衡准确性: 分数=80, 权重=1.2\n", " 设备适用性与参数合理性: 分数=85, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case12.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=60, 权重=1\n", " 安全与环保合规性: 分数=90, 权重=4\n", " 综合得分: 78\n", "\n", "案例: case120.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=78, 权重=1.1\n", " 操作顺序与条件一致性: 分数=70, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=1.2\n", " 综合得分: 74\n", "\n", "案例: case121.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case122.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.1\n", " 安全与环保合规性: 分数=65, 权重=0.8\n", " 综合得分: 77\n", "\n", "案例: case123.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1.3\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case124.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case125.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=65, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=3\n", " 综合得分: 73\n", "\n", "案例: case126.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=0.8\n", " 安全与环保合规性: 分数=90, 权重=1.0\n", " 综合得分: 81\n", "\n", "案例: case127.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=70, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case128.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=82, 权重=1.0\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 81\n", "\n", "案例: case129.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=0.8\n", " 安全与环保合规性: 分数=65, 权重=0.5\n", " 综合得分: 74\n", "\n", "案例: case13.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=60, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case130.json\n", " 物料平衡准确性: 分数=70, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=4\n", " 操作顺序与条件一致性: 分数=85, 权重=3\n", " 安全与环保合规性: 分数=60, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case131.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.3\n", " 安全与环保合规性: 分数=60, 权重=1.0\n", " 综合得分: 74\n", "\n", "案例: case132.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=82, 权重=1\n", " 安全与环保合规性: 分数=76, 权重=4\n", " 综合得分: 79\n", "\n", "案例: case133.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=0.8\n", " 综合得分: 78\n", "\n", "案例: case134.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.3\n", " 操作顺序与条件一致性: 分数=70, 权重=1.0\n", " 安全与环保合规性: 分数=75, 权重=1.5\n", " 综合得分: 77\n", "\n", "案例: case135.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=90, 权重=1.5\n", " 安全与环保合规性: 分数=75, 权重=1.0\n", " 综合得分: 84\n", "\n", "案例: case136.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=75, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=0.6\n", " 综合得分: 77\n", "\n", "案例: case137.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=0.8\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=1.5\n", " 综合得分: 73\n", "\n", "案例: case138.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=90, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=1\n", " 综合得分: 82\n", "\n", "案例: case139.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=78, 权重=1.2\n", " 安全与环保合规性: 分数=75, 权重=1.3\n", " 综合得分: 79\n", "\n", "案例: case14.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=62, 权重=1.3\n", " 综合得分: 76\n", "\n", "案例: case140.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case141.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case142.json\n", " 物料平衡准确性: 分数=65, 权重=1.5\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.3\n", " 安全与环保合规性: 分数=60, 权重=1\n", " 综合得分: 70\n", "\n", "案例: case143.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=82, 权重=1.2\n", " 安全与环保合规性: 分数=65, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case144.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 79\n", "\n", "案例: case145.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=90, 权重=1.0\n", " 安全与环保合规性: 分数=75, 权重=1.0\n", " 综合得分: 82\n", "\n", "案例: case146.json\n", " 物料平衡准确性: 分数=85, 权重=0.7\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 77\n", "\n", "案例: case147.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case148.json\n", " 物料平衡准确性: 分数=85, 权重=1.1\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=82, 权重=0.8\n", " 安全与环保合规性: 分数=80, 权重=0.9\n", " 综合得分: 81\n", "\n", "案例: case149.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 73\n", "\n", "案例: case15.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=4\n", " 安全与环保合规性: 分数=85, 权重=1\n", " 综合得分: 80\n", "\n", "案例: case150.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=72, 权重=1.5\n", " 操作顺序与条件一致性: 分数=78, 权重=1.8\n", " 安全与环保合规性: 分数=65, 权重=1.1\n", " 综合得分: 76\n", "\n", "案例: case151.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 76.4\n", "\n", "案例: case152.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=65, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.1\n", " 综合得分: 73.5\n", "\n", "案例: case153.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=90, 权重=0.7\n", " 安全与环保合规性: 分数=72, 权重=1.3\n", " 综合得分: 80\n", "\n", "案例: case154.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=72, 权重=1\n", " 操作顺序与条件一致性: 分数=78, 权重=0.8\n", " 安全与环保合规性: 分数=75, 权重=0.9\n", " 综合得分: 77\n", "\n", "案例: case155.json\n", " 物料平衡准确性: 分数=80, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=2\n", " 操作顺序与条件一致性: 分数=65, 权重=1\n", " 安全与环保合规性: 分数=60, 权重=3\n", " 综合得分: 68\n", "\n", "案例: case156.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=90, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.0\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 81\n", "\n", "案例: case157.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=75, 权重=4\n", " 操作顺序与条件一致性: 分数=65, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case158.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=65, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 74\n", "\n", "案例: case159.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=78, 权重=4\n", " 操作顺序与条件一致性: 分数=82, 权重=2\n", " 安全与环保合规性: 分数=79, 权重=1\n", " 综合得分: 80\n", "\n", "案例: case16.json\n", " 物料平衡准确性: 分数=75, 权重=2\n", " 设备适用性与参数合理性: 分数=85, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 73\n", "\n", "案例: case160.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 73\n", "\n", "案例: case161.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case162.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1.1\n", " 综合得分: 77\n", "\n", "案例: case163.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=60, 权重=4\n", " 安全与环保合规性: 分数=50, 权重=1\n", " 综合得分: 66\n", "\n", "案例: case164.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=1.4\n", " 安全与环保合规性: 分数=80, 权重=1.0\n", " 综合得分: 75\n", "\n", "案例: case165.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case166.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case167.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77.5\n", "\n", "案例: case168.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=70, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=1.7\n", " 安全与环保合规性: 分数=60, 权重=1.6\n", " 综合得分: 68\n", "\n", "案例: case169.json\n", " 物料平衡准确性: 分数=88, 权重=1.5\n", " 设备适用性与参数合理性: 分数=85, 权重=2.0\n", " 操作顺序与条件一致性: 分数=82, 权重=3.0\n", " 安全与环保合规性: 分数=75, 权重=1.0\n", " 综合得分: 82\n", "\n", "案例: case17.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=75, 权重=1.1\n", " 操作顺序与条件一致性: 分数=80, 权重=1.2\n", " 安全与环保合规性: 分数=90, 权重=0.9\n", " 综合得分: 82\n", "\n", "案例: case170.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case171.json\n", " 物料平衡准确性: 分数=95, 权重=2\n", " 设备适用性与参数合理性: 分数=85, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 80\n", "\n", "案例: case172.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=65, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case173.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 77.5\n", "\n", "案例: case174.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case175.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case176.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=0.8\n", " 操作顺序与条件一致性: 分数=60, 权重=1.5\n", " 安全与环保合规性: 分数=65, 权重=1.0\n", " 综合得分: 69\n", "\n", "案例: case177.json\n", " 物料平衡准确性: 分数=88, 权重=0.8\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=82, 权重=1.5\n", " 安全与环保合规性: 分数=78, 权重=1.0\n", " 综合得分: 82\n", "\n", "案例: case178.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=70, 权重=1\n", " 操作顺序与条件一致性: 分数=65, 权重=1.2\n", " 安全与环保合规性: 分数=75, 权重=1.3\n", " 综合得分: 73\n", "\n", "案例: case179.json\n", " 物料平衡准确性: 分数=85, 权重=1.1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=0.7\n", " 综合得分: 76\n", "\n", "案例: case18.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=3\n", " 安全与环保合规性: 分数=80, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case180.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 77\n", "\n", "案例: case181.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=90, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.0\n", " 安全与环保合规性: 分数=75, 权重=1.0\n", " 综合得分: 81\n", "\n", "案例: case182.json\n", " 物料平衡准确性: 分数=80, 权重=1.1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.3\n", " 安全与环保合规性: 分数=65, 权重=1.4\n", " 综合得分: 72\n", "\n", "案例: case183.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=4\n", " 安全与环保合规性: 分数=75, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case184.json\n", " 物料平衡准确性: 分数=95, 权重=2\n", " 设备适用性与参数合理性: 分数=85, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 81\n", "\n", "案例: case185.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.0\n", " 操作顺序与条件一致性: 分数=65, 权重=1.1\n", " 安全与环保合规性: 分数=55, 权重=0.9\n", " 综合得分: 70\n", "\n", "案例: case186.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case187.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=60, 权重=4\n", " 综合得分: 69\n", "\n", "案例: case188.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=72, 权重=1.1\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case189.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 78\n", "\n", "案例: case19.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.4\n", " 操作顺序与条件一致性: 分数=70, 权重=1.3\n", " 安全与环保合规性: 分数=80, 权重=1.1\n", " 综合得分: 77.2\n", "\n", "案例: case190.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=78, 权重=1.5\n", " 综合得分: 79\n", "\n", "案例: case191.json\n", " 物料平衡准确性: 分数=80, 权重=0.9\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=0.8\n", " 综合得分: 77\n", "\n", "案例: case192.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=90, 权重=4\n", " 综合得分: 81\n", "\n", "案例: case193.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.3\n", " 操作顺序与条件一致性: 分数=82, 权重=1.1\n", " 安全与环保合规性: 分数=75, 权重=1.4\n", " 综合得分: 79\n", "\n", "案例: case194.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=90, 权重=1\n", " 操作顺序与条件一致性: 分数=75, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=0.9\n", " 综合得分: 81\n", "\n", "案例: case195.json\n", " 物料平衡准确性: 分数=80, 权重=3\n", " 设备适用性与参数合理性: 分数=75, 权重=4\n", " 操作顺序与条件一致性: 分数=85, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 77.5\n", "\n", "案例: case196.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.3\n", " 操作顺序与条件一致性: 分数=70, 权重=1.4\n", " 安全与环保合规性: 分数=65, 权重=1.1\n", " 综合得分: 73\n", "\n", "案例: case197.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=90, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 82\n", "\n", "案例: case198.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=74, 权重=1.1\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 79\n", "\n", "案例: case199.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case2.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=1.3\n", " 综合得分: 73\n", "\n", "案例: case20.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=65, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 72\n", "\n", "案例: case200.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 79\n", "\n", "案例: case201.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=2\n", " 安全与环保合规性: 分数=60, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case202.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 77\n", "\n", "案例: case203.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case204.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=70, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case205.json\n", " 物料平衡准确性: 分数=80, 权重=2\n", " 设备适用性与参数合理性: 分数=85, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case206.json\n", " 物料平衡准确性: 分数=85, 权重=0.7\n", " 设备适用性与参数合理性: 分数=78, 权重=1.3\n", " 操作顺序与条件一致性: 分数=76, 权重=1.1\n", " 安全与环保合规性: 分数=72, 权重=1.6\n", " 综合得分: 76\n", "\n", "案例: case207.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 73\n", "\n", "案例: case208.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 77\n", "\n", "案例: case209.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 78\n", "\n", "案例: case21.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=1.8\n", " 综合得分: 74.5\n", "\n", "案例: case210.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case211.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=73, 权重=4\n", " 安全与环保合规性: 分数=82, 权重=1\n", " 综合得分: 76\n", "\n", "案例: case212.json\n", " 物料平衡准确性: 分数=80, 权重=1.5\n", " 设备适用性与参数合理性: 分数=70, 权重=1\n", " 操作顺序与条件一致性: 分数=65, 权重=2\n", " 安全与环保合规性: 分数=60, 权重=1\n", " 综合得分: 67\n", "\n", "案例: case213.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=2.0\n", " 操作顺序与条件一致性: 分数=90, 权重=2.5\n", " 安全与环保合规性: 分数=70, 权重=3.0\n", " 综合得分: 78.33\n", "\n", "案例: case214.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case215.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=68, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 74\n", "\n", "案例: case216.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=1.1\n", " 综合得分: 74\n", "\n", "案例: case217.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case218.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=70, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=1.3\n", " 安全与环保合规性: 分数=75, 权重=1.0\n", " 综合得分: 73\n", "\n", "案例: case219.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=75, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case22.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=70, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.0\n", " 安全与环保合规性: 分数=60, 权重=1.3\n", " 综合得分: 72\n", "\n", "案例: case220.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=82, 权重=0.8\n", " 安全与环保合规性: 分数=88, 权重=1.5\n", " 综合得分: 83\n", "\n", "案例: case221.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=70, 权重=3\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case222.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=80, 权重=1.1\n", " 操作顺序与条件一致性: 分数=75, 权重=1.2\n", " 安全与环保合规性: 分数=65, 权重=0.8\n", " 综合得分: 77\n", "\n", "案例: case223.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case224.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=82, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 79\n", "\n", "案例: case225.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.8\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 77\n", "\n", "案例: case226.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=72, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 74\n", "\n", "案例: case227.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=72, 权重=3\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 71\n", "\n", "案例: case228.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=70, 权重=1.5\n", " 操作顺序与条件一致性: 分数=60, 权重=1.8\n", " 安全与环保合规性: 分数=65, 权重=1.0\n", " 综合得分: 69\n", "\n", "案例: case229.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=82, 权重=1\n", " 安全与环保合规性: 分数=88, 权重=0.9\n", " 综合得分: 82\n", "\n", "案例: case23.json\n", " 物料平衡准确性: 分数=85, 权重=1.3\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.4\n", " 安全与环保合规性: 分数=70, 权重=1.8\n", " 综合得分: 77\n", "\n", "案例: case230.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78.5\n", "\n", "案例: case231.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=72, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 75\n", "\n", "案例: case232.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 78.3\n", "\n", "案例: case233.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case234.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1.3\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case235.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=5\n", " 综合得分: 77\n", "\n", "案例: case236.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case237.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=90, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=1.2\n", " 综合得分: 82\n", "\n", "案例: case238.json\n", " 物料平衡准确性: 分数=88, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=83, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=3\n", " 综合得分: 78\n", "\n", "案例: case239.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.0\n", " 操作顺序与条件一致性: 分数=70, 权重=1.5\n", " 安全与环保合规性: 分数=65, 权重=1.3\n", " 综合得分: 73\n", "\n", "案例: case24.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=82, 权重=4\n", " 安全与环保合规性: 分数=75, 权重=1\n", " 综合得分: 80\n", "\n", "案例: case240.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=82, 权重=3\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 79\n", "\n", "案例: case241.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 73\n", "\n", "案例: case242.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=2\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 71\n", "\n", "案例: case243.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=82, 权重=1.1\n", " 安全与环保合规性: 分数=75, 权重=1.4\n", " 综合得分: 80\n", "\n", "案例: case244.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=90, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=2\n", " 安全与环保合规性: 分数=75, 权重=1\n", " 综合得分: 84\n", "\n", "案例: case245.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 78\n", "\n", "案例: case246.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case247.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case248.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 73\n", "\n", "案例: case249.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.0\n", " 操作顺序与条件一致性: 分数=80, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=0.8\n", " 综合得分: 78\n", "\n", "案例: case25.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case250.json\n", " 物料平衡准确性: 分数=80, 权重=0.8\n", " 设备适用性与参数合理性: 分数=70, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=1.5\n", " 综合得分: 72\n", "\n", "案例: case251.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=75, 权重=4\n", " 操作顺序与条件一致性: 分数=80, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case252.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=1.0\n", " 操作顺序与条件一致性: 分数=75, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case253.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case254.json\n", " 物料平衡准确性: 分数=95, 权重=1\n", " 设备适用性与参数合理性: 分数=85, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.2\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 82\n", "\n", "案例: case255.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=72, 权重=1.5\n", " 安全与环保合规性: 分数=65, 权重=1.0\n", " 综合得分: 73\n", "\n", "案例: case256.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=4\n", " 操作顺序与条件一致性: 分数=70, 权重=3\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case257.json\n", " 物料平衡准确性: 分数=88, 权重=1.2\n", " 设备适用性与参数合理性: 分数=85, 权重=1.1\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=77, 权重=1.3\n", " 综合得分: 81\n", "\n", "案例: case258.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case259.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=2.0\n", " 安全与环保合规性: 分数=72, 权重=1.3\n", " 综合得分: 73\n", "\n", "案例: case26.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=82, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case260.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case261.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=3\n", " 综合得分: 76\n", "\n", "案例: case262.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=87, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.8\n", " 综合得分: 78\n", "\n", "案例: case263.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=82, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 80\n", "\n", "案例: case264.json\n", " 物料平衡准确性: 分数=80, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=85, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 76\n", "\n", "案例: case265.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=72, 权重=1.5\n", " 安全与环保合规性: 分数=68, 权重=0.8\n", " 综合得分: 75.5\n", "\n", "案例: case266.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=3\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 73\n", "\n", "案例: case267.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=95, 权重=1\n", " 安全与环保合规性: 分数=72, 权重=1.8\n", " 综合得分: 80\n", "\n", "案例: case268.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=87, 权重=1.3\n", " 安全与环保合规性: 分数=82, 权重=1.0\n", " 综合得分: 82.82\n", "\n", "案例: case269.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=1.3\n", " 安全与环保合规性: 分数=80, 权重=1.0\n", " 综合得分: 76\n", "\n", "案例: case27.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case270.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case271.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=70, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.3\n", " 安全与环保合规性: 分数=60, 权重=2\n", " 综合得分: 72\n", "\n", "案例: case272.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=65, 权重=3\n", " 安全与环保合规性: 分数=55, 权重=4\n", " 综合得分: 68\n", "\n", "案例: case273.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=65, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 74\n", "\n", "案例: case274.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=1.3\n", " 综合得分: 74\n", "\n", "案例: case275.json\n", " 物料平衡准确性: 分数=80, 权重=3\n", " 设备适用性与参数合理性: 分数=75, 权重=4\n", " 操作顺序与条件一致性: 分数=70, 权重=5\n", " 安全与环保合规性: 分数=65, 权重=2\n", " 综合得分: 72\n", "\n", "案例: case276.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=0.5\n", " 综合得分: 78\n", "\n", "案例: case277.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=2\n", " 安全与环保合规性: 分数=60, 权重=1.2\n", " 综合得分: 74\n", "\n", "案例: case278.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=90, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 81\n", "\n", "案例: case279.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=82, 权重=1\n", " 安全与环保合规性: 分数=74, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case28.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1.8\n", " 综合得分: 77\n", "\n", "案例: case280.json\n", " 物料平衡准确性: 分数=80, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=85, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case281.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=2\n", " 综合得分: 77\n", "\n", "案例: case282.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=90, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case283.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.4\n", " 综合得分: 77\n", "\n", "案例: case284.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.1\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 76\n", "\n", "案例: case285.json\n", " 物料平衡准确性: 分数=95, 权重=2\n", " 设备适用性与参数合理性: 分数=85, 权重=3\n", " 操作顺序与条件一致性: 分数=90, 权重=4\n", " 安全与环保合规性: 分数=80, 权重=1\n", " 综合得分: 88\n", "\n", "案例: case286.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=65, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 73\n", "\n", "案例: case287.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=70, 权重=1.5\n", " 操作顺序与条件一致性: 分数=60, 权重=1\n", " 安全与环保合规性: 分数=50, 权重=0.8\n", " 综合得分: 68\n", "\n", "案例: case288.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=88, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 80\n", "\n", "案例: case289.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.5\n", " 安全与环保合规性: 分数=65, 权重=0.5\n", " 综合得分: 75\n", "\n", "案例: case29.json\n", " 物料平衡准确性: 分数=85, 权重=1.3\n", " 设备适用性与参数合理性: 分数=75, 权重=1.1\n", " 操作顺序与条件一致性: 分数=65, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 74\n", "\n", "案例: case290.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=1.3\n", " 安全与环保合规性: 分数=50, 权重=1\n", " 综合得分: 70\n", "\n", "案例: case291.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 78\n", "\n", "案例: case292.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case293.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.0\n", " 操作顺序与条件一致性: 分数=80, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 78\n", "\n", "案例: case294.json\n", " 物料平衡准确性: 分数=80, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.3\n", " 操作顺序与条件一致性: 分数=70, 权重=1.1\n", " 安全与环保合规性: 分数=65, 权重=1.4\n", " 综合得分: 72\n", "\n", "案例: case295.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=68, 权重=3\n", " 安全与环保合规性: 分数=82, 权重=4\n", " 综合得分: 75\n", "\n", "案例: case296.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.4\n", " 操作顺序与条件一致性: 分数=82, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=1.6\n", " 综合得分: 80\n", "\n", "案例: case297.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=73, 权重=1\n", " 安全与环保合规性: 分数=68, 权重=4\n", " 综合得分: 75\n", "\n", "案例: case298.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.1\n", " 安全与环保合规性: 分数=75, 权重=0.9\n", " 综合得分: 77\n", "\n", "案例: case299.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 78\n", "\n", "案例: case3.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case30.json\n", " 物料平衡准确性: 分数=95, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=75, 权重=1.2\n", " 安全与环保合规性: 分数=65, 权重=1.3\n", " 综合得分: 79\n", "\n", "案例: case300.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=74, 权重=4\n", " 安全与环保合规性: 分数=82, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case301.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 77\n", "\n", "案例: case302.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=0.8\n", " 操作顺序与条件一致性: 分数=72, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 75.25\n", "\n", "案例: case303.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=75, 权重=1.0\n", " 操作顺序与条件一致性: 分数=65, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=0.9\n", " 综合得分: 73\n", "\n", "案例: case304.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=4\n", " 综合得分: 78\n", "\n", "案例: case305.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=3\n", " 综合得分: 76\n", "\n", "案例: case306.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case307.json\n", " 物料平衡准确性: 分数=70, 权重=0.8\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=65, 权重=0.5\n", " 综合得分: 76\n", "\n", "案例: case308.json\n", " 物料平衡准确性: 分数=80, 权重=0.8\n", " 设备适用性与参数合理性: 分数=85, 权重=0.9\n", " 操作顺序与条件一致性: 分数=75, 权重=0.7\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 77\n", "\n", "案例: case309.json\n", " 物料平衡准确性: 分数=80, 权重=0.9\n", " 设备适用性与参数合理性: 分数=85, 权重=1.0\n", " 操作顺序与条件一致性: 分数=75, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 78\n", "\n", "案例: case31.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 72\n", "\n", "案例: case310.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=78, 权重=2\n", " 安全与环保合规性: 分数=74, 权重=1.2\n", " 综合得分: 80\n", "\n", "案例: case311.json\n", " 物料平衡准确性: 分数=85, 权重=1.3\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=1.8\n", " 安全与环保合规性: 分数=70, 权重=1.4\n", " 综合得分: 72\n", "\n", "案例: case312.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=65, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 73\n", "\n", "案例: case313.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=60, 权重=4\n", " 安全与环保合规性: 分数=90, 权重=1\n", " 综合得分: 69\n", "\n", "案例: case314.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 73\n", "\n", "案例: case315.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 79\n", "\n", "案例: case316.json\n", " 物料平衡准确性: 分数=70, 权重=1\n", " 设备适用性与参数合理性: 分数=85, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=75, 权重=1\n", " 综合得分: 79\n", "\n", "案例: case317.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 77\n", "\n", "案例: case318.json\n", " 物料平衡准确性: 分数=82, 权重=2\n", " 设备适用性与参数合理性: 分数=76, 权重=3\n", " 操作顺序与条件一致性: 分数=68, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 73\n", "\n", "案例: case319.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1.1\n", " 安全与环保合规性: 分数=65, 权重=0.9\n", " 综合得分: 74\n", "\n", "案例: case32.json\n", " 物料平衡准确性: 分数=95, 权重=0.8\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.5\n", " 安全与环保合规性: 分数=75, 权重=0.5\n", " 综合得分: 81\n", "\n", "案例: case320.json\n", " 物料平衡准确性: 分数=45, 权重=2\n", " 设备适用性与参数合理性: 分数=55, 权重=3\n", " 操作顺序与条件一致性: 分数=65, 权重=1\n", " 安全与环保合规性: 分数=30, 权重=4\n", " 综合得分: 50\n", "\n", "案例: case321.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=60, 权重=1.5\n", " 安全与环保合规性: 分数=65, 权重=2.5\n", " 综合得分: 70\n", "\n", "案例: case322.json\n", " 物料平衡准确性: 分数=85, 权重=0.5\n", " 设备适用性与参数合理性: 分数=70, 权重=0.8\n", " 操作顺序与条件一致性: 分数=80, 权重=1.2\n", " 安全与环保合规性: 分数=60, 权重=1.5\n", " 综合得分: 72\n", "\n", "案例: case323.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.7\n", " 安全与环保合规性: 分数=70, 权重=1.6\n", " 综合得分: 79\n", "\n", "案例: case324.json\n", " 物料平衡准确性: 分数=95, 权重=2\n", " 设备适用性与参数合理性: 分数=85, 权重=3\n", " 操作顺序与条件一致性: 分数=90, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 86\n", "\n", "案例: case325.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.1\n", " 操作顺序与条件一致性: 分数=65, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1.4\n", " 综合得分: 73\n", "\n", "案例: case326.json\n", " 物料平衡准确性: 分数=0, 权重=0\n", " 设备适用性与参数合理性: 分数=0, 权重=0\n", " 操作顺序与条件一致性: 分数=60, 权重=2\n", " 安全与环保合规性: 分数=0, 权重=0\n", " 综合得分: 60\n", "\n", "案例: case327.json\n", " 物料平衡准确性: 分数=80, 权重=0.8\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.1\n", " 安全与环保合规性: 分数=60, 权重=0.9\n", " 综合得分: 74\n", "\n", "案例: case328.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case329.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1.2\n", " 安全与环保合规性: 分数=75, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case33.json\n", " 物料平衡准确性: 分数=95, 权重=0.8\n", " 设备适用性与参数合理性: 分数=85, 权重=0.9\n", " 操作顺序与条件一致性: 分数=75, 权重=1.1\n", " 安全与环保合规性: 分数=90, 权重=1.2\n", " 综合得分: 85\n", "\n", "案例: case330.json\n", " 物料平衡准确性: 分数=70, 权重=1\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=60, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=1.5\n", " 综合得分: 73\n", "\n", "案例: case331.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case332.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=4\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case333.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=70, 权重=2\n", " 操作顺序与条件一致性: 分数=60, 权重=3\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 71.67\n", "\n", "案例: case334.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=88, 权重=1.1\n", " 安全与环保合规性: 分数=65, 权重=1.3\n", " 综合得分: 78\n", "\n", "案例: case335.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case336.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 79\n", "\n", "案例: case337.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=72, 权重=1.3\n", " 安全与环保合规性: 分数=80, 权重=1.0\n", " 综合得分: 78\n", "\n", "案例: case338.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=70, 权重=2\n", " 安全与环保合规性: 分数=65, 权重=3\n", " 综合得分: 72.5\n", "\n", "案例: case339.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=70, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=3\n", " 安全与环保合规性: 分数=80, 权重=4\n", " 综合得分: 78\n", "\n", "案例: case34.json\n", " 物料平衡准确性: 分数=75, 权重=2\n", " 设备适用性与参数合理性: 分数=50, 权重=3\n", " 操作顺序与条件一致性: 分数=65, 权重=4\n", " 安全与环保合规性: 分数=80, 权重=1\n", " 综合得分: 64\n", "\n", "案例: case340.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=90, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=1.8\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 82\n", "\n", "案例: case341.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=2\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 74\n", "\n", "案例: case342.json\n", " 物料平衡准确性: 分数=85, 权重=4\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case343.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=3\n", " 安全与环保合规性: 分数=80, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case344.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=65, 权重=1.5\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 76\n", "\n", "案例: case345.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 76\n", "\n", "案例: case346.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case347.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1.1\n", " 综合得分: 77\n", "\n", "案例: case348.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=68, 权重=1\n", " 安全与环保合规性: 分数=82, 权重=4\n", " 综合得分: 78\n", "\n", "案例: case349.json\n", " 物料平衡准确性: 分数=80, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=1.5\n", " 操作顺序与条件一致性: 分数=60, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=2.5\n", " 综合得分: 70\n", "\n", "案例: case35.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=2\n", " 安全与环保合规性: 分数=65, 权重=2.5\n", " 综合得分: 73\n", "\n", "案例: case350.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=70, 权重=1.2\n", " 操作顺序与条件一致性: 分数=60, 权重=1.1\n", " 安全与环保合规性: 分数=76, 权重=0.8\n", " 综合得分: 72\n", "\n", "案例: case351.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=2\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case352.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=60, 权重=0.5\n", " 安全与环保合规性: 分数=50, 权重=1\n", " 综合得分: 70\n", "\n", "案例: case353.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case354.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.1\n", " 操作顺序与条件一致性: 分数=80, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1.4\n", " 综合得分: 77\n", "\n", "案例: case355.json\n", " 物料平衡准确性: 分数=80, 权重=0.5\n", " 设备适用性与参数合理性: 分数=85, 权重=1.5\n", " 操作顺序与条件一致性: 分数=90, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 83\n", "\n", "案例: case356.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=60, 权重=4\n", " 安全与环保合规性: 分数=50, 权重=1\n", " 综合得分: 67\n", "\n", "案例: case357.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case358.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=4\n", " 安全与环保合规性: 分数=60, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case359.json\n", " 物料平衡准确性: 分数=80, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=60, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=0.8\n", " 综合得分: 72\n", "\n", "案例: case36.json\n", " 物料平衡准确性: 分数=80, 权重=0.9\n", " 设备适用性与参数合理性: 分数=65, 权重=1.1\n", " 操作顺序与条件一致性: 分数=90, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=0.8\n", " 综合得分: 77\n", "\n", "案例: case360.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=70, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 73\n", "\n", "案例: case361.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=60, 权重=0.5\n", " 综合得分: 76\n", "\n", "案例: case362.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=78, 权重=2\n", " 安全与环保合规性: 分数=75, 权重=2.5\n", " 综合得分: 79\n", "\n", "案例: case363.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=82, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=1.8\n", " 综合得分: 77\n", "\n", "案例: case364.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.8\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 77\n", "\n", "案例: case365.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=2.0\n", " 综合得分: 73\n", "\n", "案例: case366.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case367.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=0.8\n", " 综合得分: 77\n", "\n", "案例: case368.json\n", " 物料平衡准确性: 分数=80, 权重=1\n", " 设备适用性与参数合理性: 分数=85, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=0.8\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 78\n", "\n", "案例: case369.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case37.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=1.3\n", " 综合得分: 76\n", "\n", "案例: case370.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=80, 权重=1.5\n", " 操作顺序与条件一致性: 分数=75, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=1.8\n", " 综合得分: 77\n", "\n", "案例: case371.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 76\n", "\n", "案例: case372.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case373.json\n", " 物料平衡准确性: 分数=85, 权重=0.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case374.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=82, 权重=0.9\n", " 操作顺序与条件一致性: 分数=78, 权重=1.1\n", " 安全与环保合规性: 分数=75, 权重=0.8\n", " 综合得分: 80\n", "\n", "案例: case375.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=2\n", " 安全与环保合规性: 分数=80, 权重=1\n", " 综合得分: 76\n", "\n", "案例: case376.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=80, 权重=4\n", " 操作顺序与条件一致性: 分数=75, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 79\n", "\n", "案例: case377.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.4\n", " 操作顺序与条件一致性: 分数=80, 权重=0.9\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 77\n", "\n", "案例: case378.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=3\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 72\n", "\n", "案例: case379.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case38.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=65, 权重=4\n", " 综合得分: 74\n", "\n", "案例: case380.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=90, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 80\n", "\n", "案例: case381.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=1\n", " 操作顺序与条件一致性: 分数=75, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case382.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=90, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 78\n", "\n", "案例: case39.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=70, 权重=1.0\n", " 安全与环保合规性: 分数=82, 权重=1.3\n", " 综合得分: 78\n", "\n", "案例: case4.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=2.0\n", " 综合得分: 73\n", "\n", "案例: case40.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=1.8\n", " 操作顺序与条件一致性: 分数=75, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case41.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=2\n", " 综合得分: 77\n", "\n", "案例: case42.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case43.json\n", " 物料平衡准确性: 分数=75, 权重=3\n", " 设备适用性与参数合理性: 分数=72, 权重=2\n", " 操作顺序与条件一致性: 分数=68, 权重=4\n", " 安全与环保合规性: 分数=65, 权重=1\n", " 综合得分: 70\n", "\n", "案例: case44.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=2.0\n", " 操作顺序与条件一致性: 分数=80, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=3.0\n", " 综合得分: 75\n", "\n", "案例: case45.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=0.8\n", " 综合得分: 78\n", "\n", "案例: case46.json\n", " 物料平衡准确性: 分数=70, 权重=1.5\n", " 设备适用性与参数合理性: 分数=60, 权重=2\n", " 操作顺序与条件一致性: 分数=65, 权重=1\n", " 安全与环保合规性: 分数=55, 权重=2.5\n", " 综合得分: 63\n", "\n", "案例: case47.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 78\n", "\n", "案例: case48.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 77\n", "\n", "案例: case49.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=65, 权重=1.8\n", " 安全与环保合规性: 分数=80, 权重=0.5\n", " 综合得分: 73\n", "\n", "案例: case5.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76.5\n", "\n", "案例: case50.json\n", " 物料平衡准确性: 分数=50, 权重=1.5\n", " 设备适用性与参数合理性: 分数=60, 权重=1.2\n", " 操作顺序与条件一致性: 分数=40, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 55\n", "\n", "案例: case51.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=70, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.1\n", " 安全与环保合规性: 分数=65, 权重=0.8\n", " 综合得分: 74\n", "\n", "案例: case52.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=70, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case53.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.4\n", " 操作顺序与条件一致性: 分数=70, 权重=1.1\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case54.json\n", " 物料平衡准确性: 分数=85, 权重=0.9\n", " 设备适用性与参数合理性: 分数=70, 权重=1.2\n", " 操作顺序与条件一致性: 分数=60, 权重=1.0\n", " 安全与环保合规性: 分数=65, 权重=0.8\n", " 综合得分: 69\n", "\n", "案例: case55.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case56.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 79\n", "\n", "案例: case57.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=78, 权重=2.0\n", " 操作顺序与条件一致性: 分数=82, 权重=1.8\n", " 安全与环保合规性: 分数=75, 权重=1.2\n", " 综合得分: 80\n", "\n", "案例: case58.json\n", " 物料平衡准确性: 分数=80, 权重=1\n", " 设备适用性与参数合理性: 分数=85, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 78\n", "\n", "案例: case59.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.1\n", " 操作顺序与条件一致性: 分数=70, 权重=1.0\n", " 安全与环保合规性: 分数=80, 权重=1.5\n", " 综合得分: 79\n", "\n", "案例: case6.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=60, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 72\n", "\n", "案例: case60.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=0.8\n", " 综合得分: 77\n", "\n", "案例: case61.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=72, 权重=1.0\n", " 安全与环保合规性: 分数=80, 权重=1.3\n", " 综合得分: 78.9\n", "\n", "案例: case62.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=90, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 82\n", "\n", "案例: case63.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 76\n", "\n", "案例: case64.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 77\n", "\n", "案例: case65.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=3\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case66.json\n", " 物料平衡准确性: 分数=75, 权重=0.8\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=65, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 72\n", "\n", "案例: case67.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=78, 权重=1.5\n", " 操作顺序与条件一致性: 分数=72, 权重=0.9\n", " 安全与环保合规性: 分数=68, 权重=1.4\n", " 综合得分: 76\n", "\n", "案例: case68.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=70, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.8\n", " 安全与环保合规性: 分数=65, 权重=1.0\n", " 综合得分: 73.9\n", "\n", "案例: case69.json\n", " 物料平衡准确性: 分数=90, 权重=0.9\n", " 设备适用性与参数合理性: 分数=82, 权重=1.1\n", " 操作顺序与条件一致性: 分数=85, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=1\n", " 综合得分: 83\n", "\n", "案例: case7.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=80, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=78, 权重=4\n", " 综合得分: 79\n", "\n", "案例: case70.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=65, 权重=1.3\n", " 安全与环保合规性: 分数=70, 权重=1.0\n", " 综合得分: 73\n", "\n", "案例: case71.json\n", " 物料平衡准确性: 分数=90, 权重=1.5\n", " 设备适用性与参数合理性: 分数=85, 权重=1\n", " 操作顺序与条件一致性: 分数=70, 权重=2\n", " 安全与环保合规性: 分数=80, 权重=0.5\n", " 综合得分: 80\n", "\n", "案例: case72.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=78, 权重=3\n", " 综合得分: 79\n", "\n", "案例: case73.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=80, 权重=0.9\n", " 安全与环保合规性: 分数=70, 权重=1.1\n", " 综合得分: 77\n", "\n", "案例: case74.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=75, 权重=1.2\n", " 操作顺序与条件一致性: 分数=70, 权重=1\n", " 安全与环保合规性: 分数=60, 权重=1\n", " 综合得分: 72\n", "\n", "案例: case75.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=3\n", " 综合得分: 78\n", "\n", "案例: case76.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=70, 权重=3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=80, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case77.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=70, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=90, 权重=1\n", " 综合得分: 80\n", "\n", "案例: case78.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=82, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 78\n", "\n", "案例: case79.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.2\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case8.json\n", " 物料平衡准确性: 分数=95, 权重=1.5\n", " 设备适用性与参数合理性: 分数=85, 权重=0.8\n", " 操作顺序与条件一致性: 分数=90, 权重=1.2\n", " 安全与环保合规性: 分数=80, 权重=0.5\n", " 综合得分: 88\n", "\n", "案例: case80.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=65, 权重=2\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 72\n", "\n", "案例: case81.json\n", " 物料平衡准确性: 分数=85, 权重=3\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=90, 权重=2\n", " 安全与环保合规性: 分数=75, 权重=1\n", " 综合得分: 85\n", "\n", "案例: case82.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=1\n", " 操作顺序与条件一致性: 分数=65, 权重=3\n", " 安全与环保合规性: 分数=90, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case83.json\n", " 物料平衡准确性: 分数=85, 权重=1.5\n", " 设备适用性与参数合理性: 分数=80, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1.7\n", " 安全与环保合规性: 分数=78, 权重=1.8\n", " 综合得分: 78\n", "\n", "案例: case84.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=90, 权重=1.2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1\n", " 综合得分: 80\n", "\n", "案例: case85.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.5\n", " 操作顺序与条件一致性: 分数=80, 权重=1.0\n", " 安全与环保合规性: 分数=70, 权重=1.3\n", " 综合得分: 77\n", "\n", "案例: case86.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=75, 权重=3\n", " 操作顺序与条件一致性: 分数=80, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case87.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=78, 权重=1.1\n", " 操作顺序与条件一致性: 分数=88, 权重=1.2\n", " 安全与环保合规性: 分数=82, 权重=0.9\n", " 综合得分: 84\n", "\n", "案例: case88.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.1\n", " 操作顺序与条件一致性: 分数=80, 权重=1.3\n", " 安全与环保合规性: 分数=65, 权重=1.4\n", " 综合得分: 76\n", "\n", "案例: case89.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=90, 权重=0.8\n", " 操作顺序与条件一致性: 分数=75, 权重=1.5\n", " 安全与环保合规性: 分数=70, 权重=1.2\n", " 综合得分: 80\n", "\n", "案例: case9.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=78, 权重=3\n", " 操作顺序与条件一致性: 分数=82, 权重=1\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 79\n", "\n", "案例: case90.json\n", " 物料平衡准确性: 分数=85, 权重=1.2\n", " 设备适用性与参数合理性: 分数=75, 权重=1.4\n", " 操作顺序与条件一致性: 分数=80, 权重=1.1\n", " 安全与环保合规性: 分数=70, 权重=0.9\n", " 综合得分: 78\n", "\n", "案例: case91.json\n", " 物料平衡准确性: 分数=83, 权重=1.5\n", " 设备适用性与参数合理性: 分数=75, 权重=0.8\n", " 操作顺序与条件一致性: 分数=72, 权重=1.2\n", " 安全与环保合规性: 分数=78, 权重=1\n", " 综合得分: 77\n", "\n", "案例: case92.json\n", " 物料平衡准确性: 分数=85, 权重=2\n", " 设备适用性与参数合理性: 分数=90, 权重=4\n", " 操作顺序与条件一致性: 分数=75, 权重=3\n", " 安全与环保合规性: 分数=80, 权重=1\n", " 综合得分: 82.5\n", "\n", "案例: case93.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=75, 权重=2\n", " 操作顺序与条件一致性: 分数=70, 权重=3\n", " 安全与环保合规性: 分数=78, 权重=4\n", " 综合得分: 76\n", "\n", "案例: case94.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=80, 权重=2\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=90, 权重=3\n", " 综合得分: 83\n", "\n", "案例: case95.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=90, 权重=1.3\n", " 操作顺序与条件一致性: 分数=75, 权重=1\n", " 安全与环保合规性: 分数=70, 权重=1.5\n", " 综合得分: 80\n", "\n", "案例: case96.json\n", " 物料平衡准确性: 分数=85, 权重=0.8\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=72, 权重=1.5\n", " 安全与环保合规性: 分数=65, 权重=1.5\n", " 综合得分: 73\n", "\n", "案例: case97.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=70, 权重=2\n", " 操作顺序与条件一致性: 分数=80, 权重=3\n", " 安全与环保合规性: 分数=75, 权重=4\n", " 综合得分: 77\n", "\n", "案例: case98.json\n", " 物料平衡准确性: 分数=85, 权重=1\n", " 设备适用性与参数合理性: 分数=78, 权重=2\n", " 操作顺序与条件一致性: 分数=73, 权重=3\n", " 安全与环保合规性: 分数=88, 权重=4\n", " 综合得分: 80\n", "\n", "案例: case99.json\n", " 物料平衡准确性: 分数=85, 权重=1.3\n", " 设备适用性与参数合理性: 分数=78, 权重=1.2\n", " 操作顺序与条件一致性: 分数=82, 权重=1.4\n", " 安全与环保合规性: 分数=74, 权重=1.1\n", " 综合得分: 81\n", "\n" ] } ], "source": [ "# 提取指标的分数和权重\n", "def extract_scores_and_weights(data_dict):\n", " results = {}\n", " \n", " # 遍历每个案例\n", " for case_name, case_data in data_dict.items():\n", " case_results = {}\n", " total_score = None\n", " \n", " # 遍历每个指标\n", " for metric, values in case_data.items():\n", " \n", " print(case_name)\n", " if metric =='信息提示' or metric =='error':\n", " continue\n", " if metric == '综合得分':\n", " total_score = values['score']\n", " continue\n", " print(values)\n", " # 提取分数(去掉\"分\"字)和权重\n", " score = values['score'].replace('分', '')\n", " weight = values['weight']\n", " case_results[metric] = {'score': score, 'weight': weight}\n", " \n", " # 加入总分\n", " if total_score:\n", " case_results['综合得分'] = total_score.replace('分', '')\n", " \n", " results[case_name] = case_results\n", " \n", " return results\n", "\n", "# 提取dpo_eval的分数和权重\n", "dpo_scores_and_weights = extract_scores_and_weights(dpo_eval)\n", "grpo_scores_and_weights = extract_scores_and_weights(grpo_eval)\n", "grpo_rag_scores_and_weights = extract_scores_and_weights(grpo_rag_eval)\n", "base_scores_and_weights = extract_scores_and_weights(base_eval)\n", "# 显示提取的结果\n", "for case, data in base_scores_and_weights.items():\n", " print(f\"案例: {case}\")\n", " for metric, values in data.items():\n", " if metric == '综合得分':\n", " print(f\" {metric}: {values}\")\n", " else:\n", " print(f\" {metric}: 分数={values['score']}, 权重={values['weight']}\")\n", " print()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "dpo 128,9,429,430\n", "grpo 136,436,16,276" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "170.0\n", "234.0\n", "72.0\n", "304.0\n", "340.0\n", "459.0\n", "392.0\n", "374.0\n", "490.0\n", "529.0\n", "587.0\n", "614.0\n", "617.5\n", "689.0\n", "647.0\n", "692.0\n", "719.5\n", "793.0\n", "729.5\n", "790.0\n", "796.0\n", "889.0\n", "812.0\n", "846.0\n", "966.0\n", "1114.0\n", "1132.0\n", "916.0\n", "1078.5\n", "1194.0\n", "1216.0\n", "984.0\n", "1248.5\n", "1419.0\n", "1296.0\n", "1264.0\n", "1350.5\n", "1539.0\n", "1393.5\n", "1334.0\n", "1435.5\n", "1659.0\n", "1618.5\n", "1594.0\n", "1563.0\n", "1809.0\n", "1781.0\n", "1804.0\n", "1665.0\n", "1884.0\n", "1869.0\n", "1895.0\n", "1792.5\n", "2034.0\n", "1929.0\n", "1992.5\n", "1877.5\n", "2198.0\n", "2199.0\n", "2072.5\n", "2005.0\n", "2354.0\n", "2285.4\n", "2157.0\n", "2132.5\n", "2514.0\n", "2379.0\n", "2248.0\n", "2302.5\n", 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"48718.049999999996\n", "55530.499999999985\n", "45523.00000000001\n", "51581.40000000001\n", "48820.049999999996\n", "55647.499999999985\n", "45616.600000000006\n", "51661.40000000001\n", "48905.049999999996\n", "55787.499999999985\n", "45796.600000000006\n", "51961.40000000001\n", "49007.049999999996\n", "55892.499999999985\n", "45894.100000000006\n", "52065.40000000001\n", "49134.549999999996\n", "56012.499999999985\n", "45969.100000000006\n", "52240.40000000001\n", "49211.049999999996\n", "56102.499999999985\n", "46032.100000000006\n", "52320.40000000001\n", "49313.049999999996\n", "56219.499999999985\n", "46138.700000000004\n", "52455.40000000001\n", "49483.049999999996\n", "56444.499999999985\n", "46208.700000000004\n", "52615.40000000001\n", "49568.049999999996\n", "56545.89999999999\n", "46306.200000000004\n", "52701.80000000001\n", "49636.049999999996\n", "56625.89999999999\n", "46383.200000000004\n", "52791.80000000001\n", "49721.049999999996\n", "56781.89999999999\n", "46629.200000000004\n", "53091.80000000001\n", "49806.049999999996\n", "56871.89999999999\n", "46717.200000000004\n", "53154.80000000001\n", "49933.549999999996\n", "56967.89999999999\n", "46792.200000000004\n", "53245.80000000001\n", "50103.549999999996\n", "57042.89999999999\n", "47032.200000000004\n", "53525.80000000001\n", "50205.549999999996\n", "57159.89999999999\n", "47122.4\n", "53653.30000000001\n", "50290.549999999996\n", "57255.89999999999\n", "47219.9\n", "53709.30000000001\n", "50433.049999999996\n", "57340.89999999999\n", "47283.9\n", "53793.30000000001\n", "50529.049999999996\n", "57453.39999999999\n", "47353.9\n", "53877.80000000001\n", "50656.549999999996\n", "57603.39999999999\n", "47449.9\n", "54038.80000000001\n", "50724.549999999996\n", "57693.39999999999\n", "47529.9\n", "54108.80000000001\n", "50979.549999999996\n", "57853.39999999999\n", "47599.9\n", "54408.80000000001\n", "51081.549999999996\n", "57933.39999999999\n", "47712.4\n", "54499.80000000001\n", "51209.049999999996\n", "58077.39999999999\n", "47809.9\n", "54569.80000000001\n", "51379.049999999996\n", "58317.39999999999\n", "47884.9\n", "54849.80000000001\n", "51426.549999999996\n", "58444.89999999999\n", "48064.9\n", "54929.80000000001\n", "51537.049999999996\n", "58546.89999999999\n", "48169.9\n", "55019.80000000001\n", "51622.049999999996\n", "58696.89999999999\n", "48274.9\n", "55099.80000000001\n", "51707.049999999996\n", "58809.39999999999\n", "48370.9\n", "55190.80000000001\n", "51834.549999999996\n", "58899.39999999999\n", "48532.9\n", "55270.80000000001\n", "51919.549999999996\n", "59049.39999999999\n", "48772.9\n", "55550.80000000001\n", "52004.549999999996\n", "59225.39999999999\n", "48997.9\n", "55870.80000000001\n", "52098.049999999996\n", "59315.39999999999\n", "49101.9\n", "55968.80000000001\n", "52203.649999999994\n", "59438.39999999999\n", "49186.9\n", "56124.80000000001\n", "52363.649999999994\n", "59663.39999999999\n", "49526.9\n", "56194.80000000001\n", "52440.149999999994\n", "59743.39999999999\n", "49609.4\n", "56250.80000000001\n", "52528.149999999994\n", "59913.39999999999\n", "49843.4\n", "56578.80000000001\n", "52604.649999999994\n", "59999.19999999999\n", "49915.4\n", "56656.80000000001\n", "52774.649999999994\n", "60079.19999999999\n", "49990.4\n", "56726.80000000001\n", "52859.649999999994\n", "60229.19999999999\n", "50254.4\n", "57094.80000000001\n", "52961.649999999994\n", "60349.19999999999\n", "50336.9\n", "57150.80000000001\n", "53074.149999999994\n", "60489.19999999999\n", "50401.9\n", "57254.80000000001\n", "53164.149999999994\n", "60594.19999999999\n", "50505.9\n", "57319.80000000001\n", "53249.149999999994\n", "60744.19999999999\n", "50745.9\n", "57599.80000000001\n", "53334.149999999994\n", "60894.19999999999\n", "50985.9\n", "57879.80000000001\n", "53414.149999999994\n", "61149.19999999999\n", "51135.9\n", "57944.80000000001\n", "53924.149999999994\n", "61269.19999999999\n", "51510.9\n", "58139.80000000001\n", "54009.149999999994\n", "61429.19999999999\n", "51615.9\n", "58214.80000000001\n", "54151.649999999994\n", "61514.19999999999\n", "51711.9\n", "58270.80000000001\n", "54253.649999999994\n", "61604.39999999999\n", "51813.3\n", "58351.80000000001\n", "54413.649999999994\n", "61814.39999999999\n", "51888.3\n", "58691.80000000001\n", "54413.649999999994\n", "61974.39999999999\n", "52143.3\n", "58691.80000000001\n", "54509.649999999994\n", "62101.89999999999\n", "52218.3\n", "58747.80000000001\n", "54569.649999999994\n", "62166.89999999999\n", "52273.3\n", "58797.80000000001\n", "54619.649999999994\n", "62279.39999999999\n", "52443.3\n", "58875.80000000001\n", "54721.649999999994\n", "62376.89999999999\n", "52555.3\n", "58952.80000000001\n", "54785.649999999994\n", "62478.89999999999\n", "52630.3\n", "59022.80000000001\n", "54881.649999999994\n", "62546.39999999999\n", "52749.3\n", "59127.80000000001\n", "55051.649999999994\n", "62771.39999999999\n", "52829.3\n", "59232.80000000001\n", "55119.649999999994\n", "62879.39999999999\n", "52904.3\n", "59337.80000000001\n", "55221.649999999994\n", "62991.89999999999\n", "53008.3\n", "59407.80000000001\n", "55289.649999999994\n", "63074.39999999999\n", "53080.3\n", "59491.80000000001\n" ] } ], "source": [ "proj={'物料平衡准确性':1,'设备适用性与参数合理性':2,'操作顺序与条件一致性':3,'安全与环保合规性':4}\n", "dpo_result={'total_score':0,'score1':0,'score2':0,'score3':0,'score4':0,'weight1':0,'weight2':0,'weight3':0,'weight4':0}\n", "grpo_result={'total_score':0,'score1':0,'score2':0,'score3':0,'score4':0,'weight1':0,'weight2':0,'weight3':0,'weight4':0}\n", "grpo_rag_result={'total_score':0,'score1':0,'score2':0,'score3':0,'score4':0,'weight1':0,'weight2':0,'weight3':0,'weight4':0}\n", "base_result={'total_score':0,'score1':0,'score2':0,'score3':0,'score4':0,'weight1':0,'weight2':0,'weight3':0,'weight4':0}\n", "for case, data in base_scores_and_weights.items():\n", " # print(f\"案例: {case}\")\n", " for metric, values in data.items():\n", " \n", " if metric == '综合得分':\n", " base_result['total_score']+= float(values)\n", " else:\n", " base_result[f'score{proj[metric]}']+=float(values['score'])*float(values['weight'])\n", " base_result[f'weight{proj[metric]}']+=float(values['weight'])\n", "\n", "for case, data in dpo_scores_and_weights.items():\n", " \n", " for metric, values in data.items():\n", " \n", " if metric == '综合得分':\n", " dpo_result['total_score']+= float(values)\n", " else:\n", " if values['score'] == 'N/A':\n", " values['score']=0\n", " try:\n", " dpo_result[f'score{proj[metric]}']+=(float(values['score']))*float(values['weight'])\n", " print(dpo_result[f'score{proj[metric]}'])\n", " except:\n", " print(f\"案例: {case}\")\n", " print(f\"error:{values}\")\n", " dpo_result[f'weight{proj[metric]}']+=float(values['weight'])\n", "\n", "for case, data in grpo_scores_and_weights.items():\n", " \n", " for metric, values in data.items():\n", " \n", " if metric == '综合得分':\n", " grpo_result['total_score']+= float(values)\n", " else:\n", " if values['score'] == 'N/A':\n", " values['score']=0\n", " try:\n", " grpo_result[f'score{proj[metric]}']+=(float(values['score']))*float(values['weight'])\n", " except:\n", " print(f\"案例: {case}\")\n", " print(f\"error:{values}\")\n", " grpo_result[f'weight{proj[metric]}']+=float(values['weight'])\n", "\n", "for case, data in grpo_rag_scores_and_weights.items():\n", " \n", " for metric, values in data.items():\n", " \n", " if metric == '综合得分':\n", " grpo_rag_result['total_score']+= float(values)\n", " else:\n", " if values['score'] == 'N/A':\n", " values['score']=0\n", " try:\n", " grpo_rag_result[f'score{proj[metric]}']+=(float(values['score']))*float(values['weight'])\n", " except:\n", " print(f\"案例: {case}\")\n", " print(f\"error:{values}\")\n", " grpo_rag_result[f'weight{proj[metric]}']+=float(values['weight'])\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "76.3614295087029\n", "84.41710077240897\n", "77.04312896405914\n", "74.4047391857506\n", "70.99166786381278\n" ] } ], "source": [ "print((base_result['score1']+base_result['score2']+base_result['score3']+base_result['score4'])/(base_result['weight1']+base_result['weight2']+base_result['weight3']+base_result['weight4']))\n", "print(base_result['score1']/base_result['weight1'])\n", "print(base_result['score2']/base_result['weight2'])\n", "print(base_result['score3']/base_result['weight3'])\n", "print(base_result['score4']/base_result['weight4'])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "81.78419670168907\n", "89.45680898189875\n", "82.04684541623396\n", "80.2858662506205\n", "76.74169430208029\n" ] } ], "source": [ "print((dpo_result['score1']+dpo_result['score2']+dpo_result['score3']+dpo_result['score4'])/(dpo_result['weight1']+dpo_result['weight2']+dpo_result['weight3']+dpo_result['weight4']))\n", "print(dpo_result['score1']/dpo_result['weight1'])\n", "print(dpo_result['score2']/dpo_result['weight2'])\n", "print(dpo_result['score3']/dpo_result['weight3'])\n", "print(dpo_result['score4']/dpo_result['weight4'])" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "78.7632851864293\n", "86.21003717472132\n", "79.22925577416589\n", "77.69009887579568\n", "73.08879710893135\n" ] } ], "source": [ "print((grpo_result['score1']+grpo_result['score2']+grpo_result['score3']+grpo_result['score4'])/(grpo_result['weight1']+grpo_result['weight2']+grpo_result['weight3']+grpo_result['weight4']))\n", "print(grpo_result['score1']/grpo_result['weight1'])\n", "print(grpo_result['score2']/grpo_result['weight2'])\n", "print(grpo_result['score3']/grpo_result['weight3'])\n", "print(grpo_result['score4']/grpo_result['weight4'])" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "84.55603323699421\n", "82.81483341704354\n", "85.16126951361109\n", "83.92920932258752\n", "85.97418487870432\n" ] } ], "source": [ "print((grpo_rag_result['score1']+grpo_rag_result['score2']+grpo_rag_result['score3']+grpo_rag_result['score4'])/(grpo_rag_result['weight1']+grpo_rag_result['weight2']+grpo_rag_result['weight3']+grpo_rag_result['weight4']))\n", "print(grpo_rag_result['score1']/grpo_rag_result['weight1'])\n", "print(grpo_rag_result['score2']/grpo_rag_result['weight2'])\n", "print(grpo_rag_result['score3']/grpo_rag_result['weight3'])\n", "print(grpo_rag_result['score4']/grpo_rag_result['weight4'])" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "s='graph TD\\n A[车辆质量参数确定] --> B{法规要求}\\n B --> C{满足国家法规要求}\\n C --> D{满足载客量需求}\\n D --> E{降低燃油消耗量}\\n E --> F{前桥选择}\\n G[东风4.2T车桥] --> F\\n H[东风8T后桥] --> F\\n I[前桥承载能力] --> J{3800千克}\\n K[后桥承载能力] --> L{7800千克}\\n F --> M[车辆最大总质量]\\n N[11600千克] --> M\\n O[车辆主要性能参数] --> P{动力性能参数}\\n Q[等速90km/h百公里油耗] --> P{18L/100km}\\n R[制动性能参数] --> P\\n S[最小转弯直径] --> T{14米}\\n U[最小离地间隙] --> V{220mm}\\n W[接近角] --> X{8-13度}\\n Y[离去角] --> Z{7-140度}\\n'" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "graph TD\n", " A[车辆质量参数确定] --> B{法规要求}\n", " B --> C{满足国家法规要求}\n", " C --> D{满足载客量需求}\n", " D --> E{降低燃油消耗量}\n", " E --> F{前桥选择}\n", " G[东风4.2T车桥] --> F\n", " H[东风8T后桥] --> F\n", " I[前桥承载能力] --> J{3800千克}\n", " K[后桥承载能力] --> L{7800千克}\n", " F --> M[车辆最大总质量]\n", " N[11600千克] --> M\n", " O[车辆主要性能参数] --> P{动力性能参数}\n", " Q[等速90km/h百公里油耗] --> P{18L/100km}\n", " R[制动性能参数] --> P\n", " S[最小转弯直径] --> T{14米}\n", " U[最小离地间隙] --> V{220mm}\n", " W[接近角] --> X{8-13度}\n", " Y[离去角] --> Z{7-140度}\n", "\n" ] } ], "source": [ "print(s)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.19" } }, "nbformat": 4, "nbformat_minor": 2 }