CodeSense Leaderboard

Comprehensive evaluation of code understanding capabilities across multiple programming languages and tasks

Statement Accuracy

Python

Rank Model Accuracy
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C Language

Rank Model Accuracy
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Block Accuracy

Python

Rank Model Block 1:
(1 Statement)
Block 2:
(2 Statement)
Block 3:
(3 Statement)
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C Language

Rank Model Block 1:
(1 Statement)
Block 2:
(2 Statement)
Block 3:
(3 Statement)
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Code Properties Analysis

Alias Detection

Rank Model Accuracy
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Branch Prediction

Rank Model Accuracy
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Loop Analysis

Rank Model Iteration In-Loop Post-Loop
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Summary Results

All Results

Rank Model Stmt
Python
Stmt
C
Block1
(Stmt 1)
Py
Block2
(Stmt 2)
Py
Block3
(Stmt 3)
Py
Block1
(Stmt 1)
C
Block2
(Stmt 2)
C
Block3
(Stmt 3)
C
Alias
Acc
Branch
Pred
Loop
Iter
In
Loop
Post
Loop
Py
Output
C
Output
Java
Output
Py
Input
C
Input
Java
Input
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Input/Output Prediction

Output Prediction

Rank Model Python C Java
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Input Prediction

Rank Model Python C Java
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