Github user maropu commented on the pull request:

    https://github.com/apache/spark/pull/11461#issuecomment-191076647
  
    The benchmark results are as follows;
    ```
    Running benchmark: INT Decode(Lower Skew)
      Running case: PassThrough(1.000)
      Running case: RunLengthEncoding(1.002)
      Running case: DictionaryEncoding(0.500)
      Running case: IntDelta(0.250)
      Running case: IntDeltaBinaryPacking(0.068)
    
    Intel(R) Core(TM) i7-4578U CPU @ 3.00GHz
    INT Decode(Lower Skew):             Best/Avg Time(ms)    Rate(M/s)   Per 
Row(ns)   Relative
    
-------------------------------------------------------------------------------------------
    PassThrough(1.000)                        285 /  360        235.7           
4.2       1.0X
    RunLengthEncoding(1.002)                  700 /  715         95.8          
10.4       0.4X
    DictionaryEncoding(0.500)                 763 /  782         88.0          
11.4       0.4X
    IntDelta(0.250)                           684 /  702         98.1          
10.2       0.4X
    IntDeltaBinaryPacking(0.068)              805 /  811         83.4          
12.0       0.4X
    
    Running benchmark: INT Decode(Higher Skew)
      Running case: PassThrough(1.000)
      Running case: RunLengthEncoding(1.337)
      Running case: DictionaryEncoding(0.501)
      Running case: IntDelta(0.250)
      Running case: IntDeltaBinaryPacking(0.182)
    
    Intel(R) Core(TM) i7-4578U CPU @ 3.00GHz
    INT Decode(Higher Skew):            Best/Avg Time(ms)    Rate(M/s)   Per 
Row(ns)   Relative
    
-------------------------------------------------------------------------------------------
    PassThrough(1.000)                        690 /  716         97.3          
10.3       1.0X
    RunLengthEncoding(1.337)                 1127 / 1148         59.5          
16.8       0.6X
    DictionaryEncoding(0.501)                 836 /  856         80.2          
12.5       0.8X
    IntDelta(0.250)                           763 /  778         88.0          
11.4       0.9X
    IntDeltaBinaryPacking(0.182)              873 /  884         76.9          
13.0       0.8X
    ```


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