CPI
CPI(ML)(L)JD(S)JD(U)RJDRPI(A)SPSHSThe table below lists Communist Party of India (CPI) candidates, their total votes, vote share and final position in Madhubani Lok Sabha Constituency in Bihar.
| Election year | Candidate Name | Votes Received | Vote Share (%) | Position | Status |
|---|---|---|---|---|---|
| 2009 | Dr. Hemchandra Jha | 54,364 | 9.77 | 4 | Lost |
| 2004 | Chaturanan Mishra | 92,168 | 13.26 | 3 | Lost |
| 1999 | Bhogendra Jha | 99,394 | 14.06 | 3 | Lost |
| 1998 | Chaturanan Mishra | 154,273 | 21.53 | 3 | Lost |
| 1996 | Chaturanan Mishra | 282,194 | 47.1 | 1 | Won |
| 1991 | Bhogendra Jha | 330,111 | 52.2 | 1 | Won |
| 1989 | Bhogendra Jha | 275,858 | 50.15 | 1 | Won |
| 1984 | Bhogendra Jha | 201,864 | 35.71 | 2 | Lost |
| 1980 | Bhogendra Jha | 182,204 | 38.62 | 2 | Lost |
| 1977 | Bhogendra Jha | 143,422 | 30.65 | 2 | Lost |