问题

Please create a valid join mapping between CSV Table A and CSV Table B. Each column in A maps to 0 or 1 columns in B. Return your response as a Python dictionary, formatted as {col_name_in_df_a : col_name_in_df_b}. Please return only the dictionary. \n CSV Table A: DeviceTimeStamp,WL1,WL2,WL3,VAL1,VAL2,VAL3,RVAL1,RVAL2,RVAL3\n2019-09-12T16:45,32.1,27.7,34.0,32.9,28.1,34.4,7.0,4.5,0.0057\n2020-02-23T03:00,9.6,3.4,11.0,9.6,3.4,11.1,0.2,0.2,0.0017\n2020-03-26T03:15,10.9,7.5,12.0,10.9,7.8,12.1,0.4,2.0,0.0011\n2019-08-12T20:15,32.0,37.3,36.4,32.1,37.4,36.8,2.1,2.6,0.0051\n2020-04-04T08:30,11.6,8.9,11.4,11.7,9.5,12.1,1.9,3.3,0.004\n2019-08-22T09:45,16.2,13.2,17.6,16.2,13.7,18.4,0.8,3.5,0.0053\n2019-09-17T23:00,21.6,19.2,30.2,21.9,19.3,30.3,3.5,1.9,0.0012\n2019-12-05T06:45,8.3,6.1,12.0,8.4,6.2,12.7,-0.4,1.5,0.004\n2019-09-14T21:15,24.6,25.9,27.9,24.8,25.9,28.1,2.5,1.7,0.0035\n2019-10-25T23:43,14.5,10.1,15.8,14.7,10.3,16.2,2.0,1.7,0.0036\n2019-12-14T08:00,7.6,8.1,11.8,7.7,8.6,12.4,0.9,2.8,0.0037\n2020-03-30T23:15,21.3,12.5,19.7,21.4,12.7,20.0,1.7,2.2,0.0034\n2020-04-13T12:15,11.9,6.7,15.5,12.0,7.1,16.1,0.8,2.2,0.0043\n2020-04-09T00:45,13.4,10.1,16.3,13.5,10.3,16.4,1.0,1.9,0.0022\n2019-08-14T19:30,27.9,32.3,39.6,27.9,32.4,40.0,1.1,3.2,0.0054\n2020-04-07T05:15,13.1,7.5,15.2,13.1,7.7,15.4,-0.2,1.7,0.0024\n2020-01-28T13:45,17.1,11.3,20.6,17.2,11.5,21.0,1.4,2.3,0.0043\n2020-04-08T01:30,15.6,10.4,19.2,15.6,10.5,19.3,0.0,1.4,0.002\n2019-10-19T12:45,35.7,24.3,28.2,35.9,24.5,28.9,3.8,3.2,0.0066\n \n CSV Table B: 5VcgIh9wM7I,S3GJlnNyunE,v3NEVV2Owbs,pQZDnCfGEk4,ega9e6/dBuw,mlTxGdesaBg,09ii68KGAcU\n25.7,25.0,0,gas,22.1,No,6040452\n13.4,13.2,1,gas,9.5,No,6038888\n26.7,26.4,2,gas,19.8,No,5941356\n27.0,26.2,3,gas,20.7,No,6040452\n13.6,13.3,4,gas,9.8,No,5941356\n21.6,21.6,5,gas,19.3,Si,5510456\n18.9,18.7,6,gas,20.7,Si,6040452\n7.6,7.1,7,gas,9.7,Si,5510456\n27.7,26.5,8,gas,34.3,No,6038888\n13.7,13.5,9,gas,9.8,No,5026787\n21.4,20.9,10,gas,15.0,Si,6040452\n14.1,13.9,11,gas,12.7,No,5510456\n12.0,11.7,12,gas,10.6,Si,6038888\n12.4,12.2,13,gas,9.3,Si,5941356\n26.4,26.0,14,gas,19.2,No,5510456\n9.9,9.6,15,gas,7.8,No,5026787\n23.5,23.1,16,gas,14.4,No,5510456\n0.0,0.0,17,gas,0.0,No,5026787\n16.1,16.1,18,gas,12.9,No,5510456\n15.8,15.4,19,gas,12.4,No,6038888\n \n Output: \n

答案

模型 模型答案 正确答案
金声玉亮2.0 ```python
{'VAL1': '5VcgIh9wM7I', 'VAL2': 'S3GJlnNyunE', 'VAL3': 'v3NEVV2Owbs'}
```		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
deepseek-r1

{"WL1": "5VcgIh9wM7I", "WL2": "S3GJlnNyunE", "VAL1": "ega9e6/dBuw"}		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
gpto1 ```python
{}
```		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
gpt-4o-2024-08-06 ```python
{
"DeviceTimeStamp": None,
"WL1": None,
"WL2": None,
"WL3": None,
"VAL1": None,
"VAL2": None,
"VAL3": None,
"RVAL1": None,
"RVAL2": None,
"RVAL3": None
}
```		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
DeepSeek-Coder-V2-Lite-Instruct ```python
{
"DeviceTimeStamp": "5VcgIh9wM7I",
"WL1": "S3GJlnNyunE",
"WL2": "v3NEVV2Owbs",
"WL3": "pQZDnCfGEk4",
"VAL1": "ega9e6/dBuw",
"VAL2": "mlTxGdesaBg",
"VAL3": "09ii68KGAcU"
}
```		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
Meta-Llama-3.1-405B-Instruct-Turbo {'VAL1': '5VcgIh9wM7I', 'VAL2': 'S3GJlnNyunE', 'VAL3': 'v3NEVV2Owbs'} {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
Meta-Llama-3.1-70B-Instruct-Turbo {'VAL1': '5VcgIh9wM7I', 'VAL2': 'S3GJlnNyunE', 'VAL3': 'v3NEVV2Owbs'} {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
Qwen2-72B-Instruct ```python
{"DeviceTimeStamp": "ega9e6/dBuw"}
```		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
baichuan4 {
'DeviceTimeStamp': '5VcgIh9wM7I',
'WL1': 'S3GJlnNyunE',
'WL2': 'v3NEVV2Owbs',
'WL3': 'pQZDnCfGEk4',
'VAL1': 'ega9e6/dBuw',
':': 'mlTxGdesaBg',
'VAL3': '09ii68KGAcU'
}		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
doubao {
"DeviceTimeStamp": "5VcgIh9wM7I"
}		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
gpto1 ```python
{}
```		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
kimi {'DeviceTimeStamp': '', 'WL1': '5VcgIh9wM7I', 'WL2': 'S3GJlnNyunE', 'WL3': 'v3NEVV2Owbs', 'VAL1': 'pQZDnCfGEk4', 'VAL2': 'ega9e6/dBuw', 'VAL3': 'mlTxGdesaBg', 'RVAL1': '09ii68KGAcU', 'RVAL2': '', 'RVAL3': ''} {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
minimax ```python
{
"DeviceTimeStamp": "5VcgIh9wM7I",
"WL1": "S3GJlnNyunE",
"WL2": "v3NEVV2Owbs",
"WL3": "pQZDnCfGEk4",
"VAL1": "ega9e6/dBuw",
"VAL2": "mlTxGdesaBg",
"VAL3": "09ii68KGAcU",
"RVAL1": None,
"RVAL2": None,
"RVAL3": None
}
```		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
wenxinyiyan {'RVAL1': '5VcgIh9wM7I', 'RVAL2': 'S3GJlnNyunE', 'RVAL3': 'v3NEVV2Owbs'} {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
zhipu ```python
{
"WL1": "5VcgIh9wM7I",
"WL2": "S3GJlnNyunE",
"WL3": "v3NEVV2Owbs",
"VAL1": "pQZDnCfGEk4",
"VAL2": "ega9e6/dBuw",
"VAL3": "mlTxGdesaBg"
}
```		 {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}
deepseek-v3 {"DeviceTimeStamp": "5VcgIh9wM7I", "WL1": "S3GJlnNyunE", "VAL1": "ega9e6/dBuw", "RVAL1": "pQZDnCfGEk4"} {"WL1": "ega9e6/dBuw", "VAL3": "5VcgIh9wM7I", "WL3": "S3GJlnNyunE"}