The woman's body was found hanging from the ceiling of her house at village Bodal Pathar, about 40 km from the district headquarters, in the morning, said Saikheda police station in-charge K R Silale.
The woman left a suicide note in which she named two men who raped her last night, the officer said.
"We have arrested Baldev Dhurve and Rajesh Kakodiya on the basis of the suicide note," Silale said.
Superintendent of Police D R Teniwar said as per the suicide note, the accused raped the woman in a field when she stepped out of her house to relieve herself last night.
Disclaimer: No Business Standard Journalist was involved in creation of this content