Gandhi who was campaigning in Deoria was faced with slogans of "Har Har Modi, Ghar Ghar Modi" during his rally while he was promising free housing, free medical care and pension for women to his audience.
After the incident, the security personnel whisked these people away.
Gandhi during his speech asked a person standing in the rally, the rate of the land for him, to raise a point about "land being given" to corporate group Adani in Gujarat.
"In Gujarat, you get land at Rs one per square meter but you will not get land at that rate. If you want land at this rate in Gujarat, you will be slapped and thrown out of the state," Gandhi alleged.
He claimed if BJP leader Narendra Modi becomes the prime minister, only his "industrialist friends" would benefit.
"Modi has given 43,000 acres of land to his industrialist friend Adani. Electricity worth Rs 26,000 crore has also been given for free of cost," he alleged.