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: Vehicle_Model,Mileage,Maintenance_History,Reported_Issues,Vehicle_Age,Fuel_Type,Transmission_Type,Engine_Size,Odometer_Reading,Last_Service_Date\nVan,61745,Poor,1,1,Petrol,Manual,2000,145019,2023-10-19\nBus,58742,Average,2,7,Diesel,Manual,2000,130003,2023-12-18\nMotorcycle,57412,Good,3,10,Diesel,Manual,800,139794,2023-11-15\nCar,43158,Good,1,2,Electric,Automatic,800,51215,2023-10-04\nVan,73695,Average,3,2,Electric,Automatic,1000,15453,2023-04-09\nTruck,43662,Good,1,8,Petrol,Automatic,2500,70976,2023-05-16\nVan,42638,Average,0,10,Electric,Manual,800,46541,2023-08-02\nSUV,50613,Average,2,2,Electric,Automatic,1500,101947,2023-07-23\nCar,31839,Good,4,10,Diesel,Automatic,2500,137976,2023-10-05\nBus,72112,Average,2,5,Diesel,Automatic,800,110035,2024-02-23\nSUV,73526,Average,1,8,Diesel,Automatic,2000,61287,2023-04-16\n \n CSV Table B: ZxQEcZfVyiA,4lnA15H3a94,O5PnzZQwWvU,YbimjSBeMkI,t8DtGa8xUVw,iZrkpx1ubOo\nManual,39324,5,Bus,0,2024-01-07\nManual,65451,3,Van,0,2023-09-08\nManual,131118,2,SUV,0,2024-01-24\nAutomatic,148084,3,Van,0,2023-07-13\nAutomatic,66820,2,SUV,0,2023-07-05\nAutomatic,66707,2,Motorcycle,0,2023-11-27\nAutomatic,117639,5,Van,0,2023-07-05\nAutomatic,97214,5,Truck,0,2024-02-11\nAutomatic,11947,0,Motorcycle,0,2023-07-28\nAutomatic,124606,4,SUV,0,2023-05-31\nAutomatic,30057,0,SUV,0,2024-02-07\n \n Output: \n

答案

模型 模型答案 正确答案
金声玉亮2.0 {'Transmission_Type': 'ZxQEcZfVyiA', 'Odometer_Reading': '4lnA15H3a94', 'Reported_Issues': 'O5PnzZQwWvU', 'Vehicle_Model': 'YbimjSBeMkI', 'Last_Service_Date': 'iZrkpx1ubOo'} {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
deepseek-r1

{"Vehicle_Model": "YbimjSBeMkI", "Mileage": "4lnA15H3a94", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA", "Last_Service_Date": "iZrkpx1ubOo"}		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
gpto1 ```python
{
'Transmission_Type': 'ZxQEcZfVyiA',
'Vehicle_Model': 'YbimjSBeMkI',
'Last_Service_Date': 'iZrkpx1ubOo'
}
```		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
gpt-4o-2024-08-06 ```python
{
"Vehicle_Model": "YbimjSBeMkI",
"Transmission_Type": "ZxQEcZfVyiA",
"Odometer_Reading": "4lnA15H3a94",
"Last_Service_Date": "iZrkpx1ubOo"
}
```		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
DeepSeek-Coder-V2-Lite-Instruct ```python
{
"Vehicle_Model": "ZxQEcZfVyiA",
"Mileage": "4lnA15H3a94",
"Maintenance_History": "O5PnzZQwWvU",
"Reported_Issues": "YbimjSBeMkI",
"Vehicle_Age": "t8DtGa8xUVw",
"Fuel_Type": "iZrkpx1ubOo"
}
```		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
Meta-Llama-3.1-405B-Instruct-Turbo {'Transmission_Type': 'ZxQEcZfVyiA', 'Odometer_Reading': '4lnA15H3a94', 'Reported_Issues': 'O5PnzZQwWvU', 'Vehicle_Model': 'YbimjSBeMkI', 'Last_Service_Date': 'iZrkpx1ubOo'} {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
Meta-Llama-3.1-70B-Instruct-Turbo {'Transmission_Type': 'ZxQEcZfVyiA', 'Odometer_Reading': '4lnA15H3a94', 'Last_Service_Date': 'iZrkpx1ubOo', 'Vehicle_Model': 'YbimjSBeMkI'} {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
Qwen2-72B-Instruct {'Vehicle_Model': 'ZxQEcZfVyiA', 'Transmission_Type': '4lnA15H3a94', 'Reported_Issues': 'O5PnzZQwWvU', 'Vehicle_Age': 'YbimjSBeMkI', 'Last_Service_Date': 't8DtGa8xUVw'} {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
baichuan4 {
'Vehicle_Model': 'Vehicle_Model',
'Transmission_Type': 'Transmission_Type'
}		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
doubao {"Transmission_Type": "ZxQEcZfVyiA"} {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
gpto1 ```python
{
'Transmission_Type': 'ZxQEcZfVyiA',
'Vehicle_Model': 'YbimjSBeMkI',
'Last_Service_Date': 'iZrkpx1ubOo'
}
```		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
kimi {
"Vehicle_Model": "ZxQEcZfVyiA",
"Transmission_Type": "4lnA15H3a94",
"Reported_Issues": "O5PnzZQwWvU",
"Vehicle_Age": "YbimjSBeMkI",
"Fuel_Type": "t8DtGa8xUVw",
"Engine_Size": "iZrkpx1ubOo",
"Odometer_Reading": None,
"Last_Service_Date": None
}		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
minimax ```python
{
"Transmission_Type": "ZxQEcZfVyiA",
"Mileage": "4lnA15H3a94",
"Maintenance_History": "O5PnzZQwWvU",
"Vehicle_Model": "YbimjSBeMkI",
"Vehicle_Age": "t8DtGa8xUVw",
"Last_Service_Date": "iZrkpx1ubOo"
}
```		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
wenxinyiyan ```python
{
'Transmission_Type': 'ZxQEcZfVyiA',
'Vehicle_Model': '4lnA15H3a94',
'Reported_Issues': 'O5PnzZQwWvU'
}
```		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
zhipu ```python
{
"Vehicle_Model": "YbimjSBeMkI",
"Transmission_Type": "ZxQEcZfVyiA"
}
```		 {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}
deepseek-v3 {"Transmission_Type": "ZxQEcZfVyiA", "Mileage": "4lnA15H3a94", "Reported_Issues": "O5PnzZQwWvU", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "t8DtGa8xUVw"} {"Odometer_Reading": "4lnA15H3a94", "Vehicle_Model": "YbimjSBeMkI", "Last_Service_Date": "iZrkpx1ubOo", "Reported_Issues": "O5PnzZQwWvU", "Transmission_Type": "ZxQEcZfVyiA"}