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\n2019-10-04T15:30,34.3,24.5,32.1,34.9,24.8,32.2,5.9,3.8,0.0032\n2019-09-13T19:15,32.1,29.3,36.5,32.6,29.3,36.7,5.5,0.7,0.0037\n2019-07-14T15:30,15.8,9.9,16.3,15.9,10.2,17.4,1.8,2.7,0.0059\n2020-02-15T15:00,22.6,12.2,22.8,22.7,12.5,23.9,1.6,2.7,0.0072\n2019-07-16T21:30,30.5,17.9,23.0,30.6,18.2,23.8,1.6,3.0,0.0058\n2020-01-21T04:45,7.5,3.2,8.0,7.5,3.5,8.2,0.0,1.4,0.0016\n2019-10-12T02:15,16.3,16.0,22.4,16.3,16.2,22.7,1.3,2.3,0.0041\n2019-07-17T21:45,27.1,21.7,35.6,27.1,21.8,35.9,0.5,1.8,0.0052\n2020-02-14T18:32,25.6,23.3,33.1,25.7,23.4,33.2,2.0,1.1,0.0031\n2019-10-13T09:30,11.5,8.4,13.0,11.6,8.6,13.5,1.4,1.9,0.0036\n2019-07-21T03:00,21.1,14.4,15.5,21.1,14.9,16.0,0.5,3.6,0.0042\n2019-07-17T11:30,28.1,33.4,21.8,28.2,33.8,22.4,2.5,5.3,0.0051\n2019-09-29T02:30,13.9,10.6,17.5,14.1,10.8,17.5,2.8,1.8,0.0003\n2019-10-25T03:15,9.1,8.9,12.6,9.1,9.0,12.8,0.0,1.4,0.0019\n2019-11-16T14:45,24.8,17.4,24.9,24.9,17.6,25.7,1.8,2.6,0.0061\n2019-08-12T23:15,18.3,23.5,29.8,18.3,23.8,30.0,1.0,3.8,0.0038\n2019-11-12T00:15,9.9,7.3,13.0,9.9,7.5,13.1,0.0,1.7,0.0018\n2020-02-22T12:00,20.5,15.0,21.6,20.6,15.1,22.6,1.9,1.7,0.0066\n2019-08-13T08:30,12.8,11.5,16.7,12.9,11.9,17.2,1.4,3.1,0.0042\n \n CSV Table B: cHPoo7lgKBA,TeH5/klJBIw,MaSbo+Z2DHA,36f4XRtKk+w,I6bLqKSl6OM,09ii68KGAcU,mlTxGdesaBg,ApUalwZOj0I,qVjPndX/zGk\n0.0,0.0,0.0,2019-06-28T16:08,5.0 out of 5 stars,6040452,No,0.0,2024-04-23T05:00:01.\n1.7,11.3,17.9,2019-12-04T13:00,5.0 out of 5 stars,6038888,No,11.9,2024-04-23T05:00:01.\n2.6,6.8,11.9,2020-03-02T07:45,5.0 out of 5 stars,5941356,No,7.1,2024-04-23T05:00:01.\n-1.0,4.7,8.2,2020-02-16T01:30,5.0 out of 5 stars,6040452,No,5.0,2024-04-23T05:00:01.\n-0.6,3.2,7.3,2020-01-29T04:00,5.0 out of 5 stars,5941356,No,3.3,2024-04-23T05:00:01.\n1.7,13.4,16.0,2019-10-27T21:15,4.0 out of 5 stars,5510456,Si,13.7,2024-04-23T05:00:01.\n-0.2,4.5,8.1,2020-02-21T06:45,5.0 out of 5 stars,6040452,Si,4.5,2024-04-23T05:00:01.\n2.6,21.5,33.7,2019-11-04T14:45,5.0 out of 5 stars,5510456,Si,21.9,2024-04-23T05:00:01.\n1.0,4.3,8.9,2019-11-26T06:00,5.0 out of 5 stars,6038888,No,4.6,2024-04-23T05:00:01.\n1.8,11.3,18.7,2020-02-01T15:30,5.0 out of 5 stars,5026787,No,11.5,2024-04-23T05:00:01.\n1.4,12.8,15.6,2019-07-23T07:30,5.0 out of 5 stars,6040452,Si,13.1,2024-04-23T05:00:01.\n2.2,19.6,24.3,2020-03-23T19:45,5.0 out of 5 stars,5510456,No,19.7,2024-04-23T05:00:01.\n1.3,11.2,19.0,2019-10-29T21:45,5.0 out of 5 stars,6038888,Si,11.5,2024-04-23T05:00:01.\n1.3,12.2,16.7,2019-12-01T20:45,5.0 out of 5 stars,5941356,Si,12.6,2024-04-23T05:00:01.\n-0.3,3.2,7.1,2020-01-21T04:15,5.0 out of 5 stars,5510456,No,3.5,2024-04-23T05:00:01.\n5.9,30.2,38.2,2019-09-26T18:45,5.0 out of 5 stars,5026787,No,30.2,2024-04-23T05:00:01.\n4.5,11.3,12.4,2020-03-03T09:30,5.0 out of 5 stars,5510456,No,11.8,2024-04-23T05:00:01.\n0.4,13.2,13.1,2019-08-01T01:30,5.0 out of 5 stars,5026787,No,13.6,2024-04-23T05:00:01.\n-0.4,7.7,8.3,2020-01-30T07:30,5.0 out of 5 stars,5510456,No,8.1,2024-04-23T05:00:01.\n0.9,9.7,14.6,2019-10-28T05:00,5.0 out of 5 stars,6038888,No,9.8,2024-04-23T05:00:01.\n \n Output: \n

答案

模型 模型答案 正确答案
金声玉亮2.0 ```python
{
"DeviceTimeStamp": "36f4XRtKk+w",
"WL1": "cHPoo7lgKBA",
"WL2": "TeH5/klJBIw",
"WL3": "MaSbo+Z2DHA",
"VAL1": "cHPoo7lgKBA",
"VAL2": "TeH5/klJBIw",
"VAL3": "MaSbo+Z2DHA",
"RVAL1": "cHPoo7lgKBA",
"RVAL2": "TeH5/klJBIw",
"RVAL3": "MaSbo+Z2DHA"
}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
deepseek-r1

{"DeviceTimeStamp": "36f4XRtKk+w", "RVAL1": "ApUalwZOj0I"}		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
gpto1 ```python
{'DeviceTimeStamp': '36f4XRtKk+w'}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
gpt-4o-2024-08-06 ```python
{
"DeviceTimeStamp": "36f4XRtKk+w",
"WL1": None,
"WL2": None,
"WL3": None,
"VAL1": None,
"VAL2": None,
"VAL3": None,
"RVAL1": None,
"RVAL2": None,
"RVAL3": None
}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
DeepSeek-Coder-V2-Lite-Instruct ```python
{
"DeviceTimeStamp": "mlTxGdesaBg",
"WL1": "TeH5/klJBIw",
"WL2": "MaSbo+Z2DHA",
"WL3": "36f4XRtKk+w",
"VAL1": "I6bLqKSl6OM",
"VAL2": "09ii68KGAcU",
"VAL3": "ApUalwZOj0I",
"RVAL1": "qVjPndX/zGk",
"RVAL2": "mlTxGdesaBg",
"RVAL3": "ApUalwZOj0I"
}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
Meta-Llama-3.1-405B-Instruct-Turbo {'DeviceTimeStamp': '36f4XRtKk+w', 'WL1': 'cHPoo7lgKBA', 'WL2': 'TeH5/klJBIw', 'WL3': 'MaSbo+Z2DHA', 'VAL1': None, 'VAL2': None, 'VAL3': None, 'RVAL1': None, 'RVAL2': None, 'RVAL3': None} {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
Meta-Llama-3.1-70B-Instruct-Turbo {'DeviceTimeStamp': '36f4XRtKk+w', 'WL1': 'cHPoo7lgKBA', 'WL2': 'TeH5/klJBIw', 'WL3': 'MaSbo+Z2DHA', 'VAL1': 'I6bLqKSl6OM', 'VAL2': '09ii68KGAcU', 'VAL3': 'mlTxGdesaBg', 'RVAL1': 'ApUalwZOj0I', 'RVAL2': 'qVjPndX/zGk', 'RVAL3': None} {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
Qwen2-72B-Instruct {'DeviceTimeStamp': '36f4XRtKk+w'} {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
baichuan4 {
'DeviceTimeStamp': '36f4XRtKk+w',
'WL1': 'cHPoo7lgKBA',
'WL2': 'TeH5/klJBIw',
'WL3': 'MaSbo+Z2DHA',
'VAL1': 'I6bLqKSl6OM',
'VAL2': '09ii68KGAcU',
'VAL3': 'mlTxGdesaBg',
'RVAL1': 'ApUalwZOj0I',
'RVAL2': 'qVjPndX/zGk'
}		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
doubao {
"VAL1": "cHPoo7lgKBA",
"VAL2": "TeH5/klJBIw",
"VAL3": "MaSbo+Z2DHA"
}		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
gpto1 ```python
{'DeviceTimeStamp': '36f4XRtKk+w'}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
kimi ```python
{'DeviceTimeStamp': '36f4XRtKk+w'}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
minimax ```python
{
"DeviceTimeStamp": "cHPoo7lgKBA",
"WL1": "TeH5/klJBIw",
"WL2": "MaSbo+Z2DHA",
"WL3": "36f4XRtKk+w",
"VAL1": "I6bLqKSl6OM",
"VAL2": "09ii68KGAcU",
"VAL3": "mlTxGdesaBg",
"RVAL1": "ApUalwZOj0I",
"RVAL2": "qVjPndX/zGk"
}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
wenxinyiyan ```python
{
'DeviceTimeStamp': '36f4XRtKk+w',
'WL1': 'cHPoo7lgKBA',
'WL2': 'TeH5/klJBIw',
'WL3': 'MaSbo+Z2DHA'
}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
zhipu ```python
{
"WL1": "cHPoo7lgKBA",
"WL2": "TeH5/klJBIw",
"WL3": "MaSbo+Z2DHA",
"VAL1": "36f4XRtKk+w",
"VAL2": "I6bLqKSl6OM",
"VAL3": "09ii68KGAcU",
"RVAL1": "mlTxGdesaBg",
"RVAL2": "ApUalwZOj0I",
"RVAL3": "qVjPndX/zGk"
}
```		 {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}
deepseek-v3 {"DeviceTimeStamp": "36f4XRtKk+w", "RVAL1": "cHPoo7lgKBA", "RVAL2": "TeH5/klJBIw", "RVAL3": "MaSbo+Z2DHA"} {"WL2": "TeH5/klJBIw", "VAL2": "ApUalwZOj0I", "VAL1": "MaSbo+Z2DHA", "RVAL1": "cHPoo7lgKBA", "DeviceTimeStamp": "36f4XRtKk+w"}