The incident took place last night near Labheda village when the men were returning home after attending a wedding on the motorcycle, SSP Jogindra Singh said.
All the four men were heavily drunk at the time of the accident which took place Hafizganj police station area, Singh said.
The deceased were identified as Ravindra Singh (27), Vikas (29) and Om Prakash (24), he said.
The fourth one was admitted to a local hospital and undergoing treatment, the SSP said.
The car driver fled the scene after the accident and efforts were on to trace him.
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