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Stockholders' Equity - Additional Information (Details) - USD ($)
3 Months Ended
Mar. 19, 2019
Mar. 07, 2019
Apr. 25, 2018
Mar. 19, 2018
Feb. 28, 2018
Mar. 31, 2019
Mar. 31, 2018
Dec. 31, 2018
Aug. 21, 2017
Class Of Stock [Line Items]                  
Common stock, par value           $ 0.001   $ 0.001  
Proceeds from issuance of common stock           $ 119,100,000      
Proceeds from issuance of preferred stock           125,000      
Redemption of preferred stock             $ (125,000)    
Unpaid dividends $ 31,600,000         31,598,000 [1] 25,307,000 $ 28,981,000 [1]  
Dividends     $ 25,300,000     31,600,000 25,300,000    
Other comprehensive (loss) income           $ 106,000 (214,000)    
Series A Preferred Stock                  
Class Of Stock [Line Items]                  
Number of common shares issued           125      
Dividend rate           12.50%      
Preferred stock, liquidation preference per annum           $ 1,000      
Proceeds from issuance of preferred stock           $ 100,000      
Redemption of preferred stock         $ 100,000        
Class A Common Stock                  
Class Of Stock [Line Items]                  
Common stock, par value           $ 0.001   $ 0.001  
Dividend declared per share $ 0.43     $ 0.42          
Dividends           $ 31,600,000 $ 25,300,000    
Common Stock And Class A Common Stock                  
Class Of Stock [Line Items]                  
Dividend payable date Apr. 25, 2019   Apr. 25, 2018            
Dividend record date Mar. 29, 2019   Mar. 29, 2018            
Dividend payable declared date       Mar. 19, 2018          
Goldman Sachs & Co. LLC                  
Class Of Stock [Line Items]                  
Number of common shares issued                 35,000,000
Description on purchase plan agreement           as our agent, to buy in the open market up to $35.0 million in shares of our common stock in the aggregate during the period beginning on or about August 21, 2017 and ending 12 months thereafter or, if sooner, the date on which all the capital committed has been exhausted. On August 1, 2018, the Company’s Board of Directors authorized the Company to extend the repurchase period for the remaining capital committed to the 10b5-1 Purchase Plan. No other changes to the terms of the 10b5-1 Purchase Plan were authorized. Under the amended 10b5-1 Purchase Plan, the repurchase period was extended to February 28, 2019 or, if sooner, the date on which all the capital committed to the 10b5-1 Purchase Plan has been exhausted.      
Stock repurchased during period, shares           2,324      
Average price of repurchased shares           $ 18.27      
Stock repurchased during period, value           $ 40,000      
Purchase plan, expiration date           Feb. 28, 2019      
Common Stock                  
Class Of Stock [Line Items]                  
Number of common shares issued 6,000,000         6,000,000      
Shares issued, price per share $ 19.80                
Proceeds from issuance of common stock $ 118,800,000                
Offering costs reimbursed by manager $ 300,000                
Dividend declared per share $ 0.43     $ 0.42          
Equity Distribution Agreement                  
Class Of Stock [Line Items]                  
Common stock, par value   $ 0.001              
Equity Distribution Agreement | Common Stock                  
Class Of Stock [Line Items]                  
Number of common shares issued           0      
Equity Distribution Agreement | Common Stock | Maximum                  
Class Of Stock [Line Items]                  
Aggregate gross sales price of common stock   $ 125,000,000              
Percentage of commission to each sales agent, on gross sales price of shares sold   1.75%              
[1] The Company’s consolidated Total Assets and Total Liabilities at March 31, 2019 include assets and liabilities of variable interest entities (“VIEs”) of $1.7 billion and $1.3 billion, respectively. The Company’s consolidated Total Assets and Total Liabilities at December 31, 2018 include assets and liabilities of VIEs of $1.9 billion and $1.5 billion, respectively. These assets can be used only to satisfy obligations of the VIEs, and creditors of the VIEs have recourse only to these assets, and not to TPG RE Finance Trust, Inc. See Note 5 to the Consolidated Financial Statements for details