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PENSION PLAN AND OTHER BENEFIT PLANS - Additional Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Jan. 01, 2019
Oct. 20, 2016
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Defined Benefit Plan Disclosure [Line Items]          
Hours requirement to be eligible   1000 hours      
Total unrecognized net loss increased percentage of obligation amortization threshold     10.00%    
Defined Contribution Profit Sharing, Savings and Investment Plan          
Defined Benefit Plan Disclosure [Line Items]          
Defined contribution plan, employer non-discretionary contribution amount     3.00%    
Contribution cost percentage     50.00%    
Defined contribution plan, employer matching contribution, percent of employees' gross pay     6.00%    
Total expense     $ 1,300 $ 1,300 $ 1,200
Chemung common stock included in defined contribution plan assets (in shares)     137,698 155,696 148,716
Defined Contribution Supplemental Executive Retirement Plan          
Defined Benefit Plan Disclosure [Line Items]          
Total expense     $ 400 $ 400 $ 300
Balance in the plan     2,000 1,600  
Pension Plan          
Defined Benefit Plan Disclosure [Line Items]          
Lump sum settlement payments to employee     0 0 3,300
Settlement charge     0 $ 0 $ 828
Actuarial Gain (Loss), Increase (Decrease) due to change in discount rate     $ 3,500    
Percentage of combined loss of expected year end obligations (less than)     0.01    
Other comprehensive income, defined benefit plans, increase (decrease) in net unamortized gain loss arising during period net of tax     $ 800    
Other comprehensive income, defined benefit plans, increase (decrease) in net unamortized gain loss arising during period net of tax, due to variance of actual and expected return on plan assets     $ (4,300)    
Total unrecognized net loss increased (decreased) percentage of plan assets threshold     10.00%    
Average total life expectancy of participants (years) 23 years 9 months 10 days        
Pension Plan | Minimum          
Defined Benefit Plan Disclosure [Line Items]          
Evaluation period of expected long-term return on plan assets     3 years    
Pension Plan | Maximum          
Defined Benefit Plan Disclosure [Line Items]          
Evaluation period of expected long-term return on plan assets     5 years    
Other Postretirement Benefit Plan          
Defined Benefit Plan Disclosure [Line Items]          
Increase (decrease) in accumulated benefit obligation due to change in discount rate     $ 10    
Increase (decrease) in accumulated benefit obligation due to discount Rate, claims and date experience     (65)    
Other comprehensive income, defined benefit plans, increase (decrease) in net unamortized gain loss arising during period net of tax     $ (131)    
Contribution cost percentage     50.00%    
Percentage Increase (Decrease) in unrecognized net loss of the projected benefit obligation     (0.392)    
Estimated employer contributions in next fiscal year     $ 48    
Average future working lifetime of active participants     5 years    
Executive Supplemental Pension Plan          
Defined Benefit Plan Disclosure [Line Items]          
Actuarial Gain (Loss), Increase (Decrease) due to change in discount rate     $ (69)    
Percentage of combined loss of expected year end obligations (less than)     0.01    
Actuarial Gain (Loss), Increase (Decrease) due to change in mortality losses     $ (23)    
Total unrecognized net loss increased percentage of obligation amortization threshold     10.00%    
Total unrecognized net loss increased (decreased) percentage of plan assets threshold     10.00%    
Average total life expectancy of participants (years)     12 years 14 days    
Percentage Increase (Decrease) in unrecognized net loss of the projected benefit obligation     0.062    
Estimated employer contributions in next fiscal year     $ 110    
Defined benefit plan, increase(decrease) in total unrecognized net loss     $ 76