The accused were intercepted on their arrival from Kabul on Wednesday, it said.
"During examination of their baggage, 39.8 kg of saffron was recovered," the customs department said in the statement.
The value of the saffron, which has been seized, is about Rs 30.56 lakh, it said, adding the three men have been arrested.
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