The ministry termed the development as a "significant decline" in the IMR.
According to recently released SRS bulletin, IMR of India declined by three points (8 per cent) from 37 per 1000 live births in 2015 to 34 per 1000 live births in 2016.
The country also recorded a major drop in birth cohort (group of people born during a particular period of year), which has for the first time come down to below 25 million, it said.
The gender gap in India for child survival is also "reducing steadily".
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"The gender difference between female and male IMR has now reduced to less than 10 per cent, giving a major boost to the 'Beti Bachao Beti Padhao' scheme of the government," the statement said.
The results signify that the strategic approach of the ministry has started "yielding dividends" and the focus on low-performing states is paying off, the ministry said.
"There has been a decline of four points in Bihar, three points in Assam, Madhya Pradesh, Uttar Pradesh and Jharkhand and two points decline in Chhattisgarh, Odisha and Rajasthan," it said.
These remarkable achievements in merely one year is also the result of countrywide efforts to increase the health service coverage through various initiatives of the government including strengthening of service delivery and quality assurance, the statement added.