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Benchmarks
Code Completion on DS-1000 1.0 (test)
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55.2
Success Rate (Matplotlib)
WizardCoder
27.224
34.487
41.75
49.013
Jun 14, 2023
Success Rate (Matplotlib)
Success Rate (NumPy)
Success Rate (Pandas)
Success Rate (PyTorch)
Success Rate (SciPy)
Success Rate (Scikit-Learn)
Success Rate (TensorFlow)
Overall Success Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Success Rate (Matplotlib)
Success Rate (NumPy)
Success Rate (Pandas)
Success Rate (PyTorch)
Success Rate (SciPy)
Success Rate (Scikit-Learn)
Success Rate (TensorFlow)
Overall Success Rate
WizardCoder
Format=Completion, tem...
2023.06
55.2
33.6
16.7
26.2
24.2
24.9
26.7
29.2
StarCoder
Format=Completion, tem...
2023.06
51.7
29.7
11.4
21.4
20.2
29.5
24.5
26
Code-Cushman-001
Format=Completion, tem...
2023.06
40.7
21.8
7.9
12.4
11.3
18
12.2
18.1
CodeGen-mono
Format=Completion, tem...
2023.06
31.7
10.9
3.4
7
9
10.8
15.2
11.7
InCoder-6B
Format=Completion, tem...
2023.06
28.3
4.4
3.1
4.4
2.8
2.8
3.8
7.4
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