| 模型 | 模型答案 | 正确答案 |
|---|---|---|
| 金声玉亮2.0 | ```csv "Unnamed: 0","work_year","experience_level","employment_type","job_title","salary","salary_currency","salary_in_usd" 84,2021,"EX","FT","Director of Data Sci",130000,"EUR",153667 365,2022,"SE","FT","Data Scientist",138600,"USD",138600 496,2022,"EN","FT","Data Engineer",52800,"EUR",58035 40,2020,"MI","FT","Data Scientist",45760,"USD",45760 94,2021,"EN","FT","Data Scientist",2200000,"INR",29751 311,2022,"MI","FT","Data Scientist",50000,"GBP",65438 292,2022,"MI","FT","Data Scientist",130000,"USD",130000 560,2022,"SE","FT","Analytics Engineer",205300,"USD",205300 ``` |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| deepseek-r1 | Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| gpto1 | "Unnamed: 0","work_year","experience_level","employment_type","job_title","salary","salary_currency","salary_in_usd" 84,2021,"EX","FT","Director of Data Sci",130000,"EUR",153667 365,2022,"SE","FT","Data Scientist",138600,"USD",138600 496,2022,"EN","FT","Data Engineer",52800,"EUR",58035 40,2020,"MI","FT","Data Scientist",45760,"USD",45760 94,2021,"EN","FT","Data Scientist",2200000,"INR",29751 311,2022,"MI","FT","Data Scientist",50000,"GBP",65438 292,2022,"MI","FT","Data Scientist",130000,"USD",130000 560,2022,"SE","FT","Analytics Engineer",205300,"USD",205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| gpt-4o-2024-08-06 | ```csv Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 ``` |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| DeepSeek-Coder-V2-Lite-Instruct | ``` Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 ``` |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| Meta-Llama-3.1-405B-Instruct-Turbo | "Unnamed: 0","work_year","experience_level","employment_type","job_title","salary","salary_currency","salary_in_usd" 84,2021,"EX","FT","Director of Data Sci",130000,"EUR",153667 365,2022,"SE","FT","Data Scientist",138600,"USD",138600 496,2022,"EN","FT","Data Engineer",52800,"EUR",58035 40,2020,"MI","FT","Data Scientist",45760,"USD",45760 94,2021,"EN","FT","Data Scientist",2200000,"INR",29751 311,2022,"MI","FT","Data Scientist",50000,"GBP",65438 292,2022,"MI","FT","Data Scientist",130000,"USD",130000 560,2022,"SE","FT","Analytics Engineer",205300,"USD",205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| Meta-Llama-3.1-70B-Instruct-Turbo | "Unnamed: 0","work_year","experience_level","employment_type","job_title","salary","salary_currency","salary_in_usd" 84,2021,EX,FT,"Director of Data Sci",130000,EUR,153667 365,2022,SE,FT,"Data Scientist",138600,USD,138600 496,2022,EN,FT,"Data Engineer",52800,EUR,58035 40,2020,MI,FT,"Data Scientist",45760,USD,45760 94,2021,EN,FT,"Data Scientist",2200000,INR,29751 311,2022,MI,FT,"Data Scientist",50000,GBP,65438 292,2022,MI,FT,"Data Scientist",130000,USD,130000 560,2022,SE,FT,"Analytics Engineer",205300,USD,205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| Qwen2-72B-Instruct | | Unnamed: 0 | work_year | experience_level | employment_type | job_title | salary | salary_currency | salary_in_usd | |------------|-----------|------------------|-----------------|----------------------|----------|-----------------|---------------| | 84 | 2021 | EX | FT | Director of Data Sci | 130000 | EUR | 153667 | | 365 | 2022 | SE | FT | Data Scientist | 138600 | USD | 138600 | | 496 | 2022 | EN | FT | Data Engineer | 52800 | EUR | 58035 | | 40 | 2020 | MI | FT | Data Scientist | 45760 | USD | 45760 | | 94 | 2021 | EN | FT | Data Scientist | 2200000 | INR | 29751 | | 311 | 2022 | MI | FT | Data Scientist | 50000 | GBP | 65438 | | 292 | 2022 | MI | FT | Data Scientist | 130000 | USD | 130000 | | 560 | 2022 | SE | FT | Analytics Engineer | 205300 | USD | 205300 | |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| baichuan4 | Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| doubao | Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| gpto1 | "Unnamed: 0","work_year","experience_level","employment_type","job_title","salary","salary_currency","salary_in_usd" 84,2021,"EX","FT","Director of Data Sci",130000,"EUR",153667 365,2022,"SE","FT","Data Scientist",138600,"USD",138600 496,2022,"EN","FT","Data Engineer",52800,"EUR",58035 40,2020,"MI","FT","Data Scientist",45760,"USD",45760 94,2021,"EN","FT","Data Scientist",2200000,"INR",29751 311,2022,"MI","FT","Data Scientist",50000,"GBP",65438 292,2022,"MI","FT","Data Scientist",130000,"USD",130000 560,2022,"SE","FT","Analytics Engineer",205300,"USD",205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| kimi | Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| minimax | work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 2021,EX,FT,Director of Data Sci,130000,EUR,*** ***,SE,FT,Data Scientist,138600,USD,*** ***,EN,FT,Data Engineer,52800,EUR,*** ***,MI,FT,Data Scientist,45760,USD,*** ***,EN,FT,Data Scientist,2200000,INR,*** ***,MI,FT,Data Scientist,50000,GBP,*** ***,MI,FT,Data Scientist,130000,USD,*** ***,SE,FT,Analytics Engineer,205300,USD,205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| wenxinyiyan | ``` Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 ``` |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| zhipu | ``` Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 ``` |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
| deepseek-v3 | Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |
Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd 84,2021,EX,FT,Director of Data Sci,130000,EUR,153667 365,2022,SE,FT,Data Scientist,138600,USD,138600 496,2022,EN,FT,Data Engineer,52800,EUR,58035 40,2020,MI,FT,Data Scientist,45760,USD,45760 94,2021,EN,FT,Data Scientist,2200000,INR,29751 311,2022,MI,FT,Data Scientist,50000,GBP,65438 292,2022,MI,FT,Data Scientist,130000,USD,130000 560,2022,SE,FT,Analytics Engineer,205300,USD,205300 |