The central bank, however, flagged lower revenue mobilisation this fiscal as a "major concern" and said that the asset quality remains a grey area in the banking sector.
It also sounded caution over the recent phenomenon of FIIs showing greater interest in the Indian debt markets, saying this trend can turn volatile in the wake of changes in global markets, especially in the US, the world's largest economy.
"On the domestic front, macroeconomic vulnerabilities have abated significantly in recent months on the back of improvement in growth outlook, fall in inflation, recovery in external sector and political stability," the central bank said in its latest Financial Stability Report (FSR).
Inflation, a guiding factor which has resulted in the elevated rate structure, will be at 6 per cent-mark for 2015, up from the 4.4 per cent in November 2014, it said.
"The Reserve Bank's latest projections suggest that CPI inflation over the next 12 months may hover around 6 per cent if international crude prices remain at the current levels and monsoon next year turns out to be normal."
The central bank, which has voiced its worry about the fiscal deficit, flagged lower revenue mobilisation this fiscal as a "major concern".
As for the recent phenomenon of an increase in FII interest in Indian debt, RBI sounded caution, saying it can turn volatile, reacting to changes in global markets, especially in the US, the world's largest economy.
If the US surprises investors with changes in its monetary policy, there might be certain adverse impact on domestic markets, it said.
RBI said the gross non-performing assets (GNPA) ratio has gone up by 0.4 percentage points over the last six months to 4.5 per cent in September and may improve to 4 per cent by March 2016 if there is a sustained economic improvement.
However, the central bank sounded extremely concerned about the restructured assets, calling it a "cause of serious concern".
Collation of data by the RBI showed that overall stressed assets, including the restructured ones and GNPA, have gone up to 10.7 per cent as of September from 10 per cent in March.
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