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Benchmarks
Program Synthesis on APPS
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25.61
Pass@5 (Introductory)
CodeRL+CodeT5
13.91
16.9475
19.985
23.0225
Jul 5, 2022
Pass@5 (Introductory)
Pass@1 (Introductory)
Pass@1 (Intermediate)
Pass@1 (Competitive)
Pass@1 (All)
Pass@5 (Intermediate)
Pass@5 (Competitive)
Pass@5 (All)
Updated 4d ago
Evaluation Results
Method
Method
Links
Pass@5 (Introductory)
Pass@1 (Introductory)
Pass@1 (Intermediate)
Pass@1 (Competitive)
Pass@1 (All)
Pass@5 (Intermediate)
Pass@5 (Competitive)
Pass@5 (All)
CodeRL+CodeT5
Size=770M, k=1000
2022.07
25.61
17.17
6.78
4.88
8.48
9.53
8.91
12.62
Codex
Size=12B, k=1000
2022.07
24.52
22.78
2.64
3.04
6.75
3.23
3.08
7.46
AlphaCode
Size=1B, k=50000
2022.07
20.36
-
-
-
-
9.66
7.75
11.42
AlphaCode
Size=1B, k=10000
2022.07
18.18
-
-
-
-
8.21
6.65
9.89
AlphaCode
Size=1B, k=1000
2022.07
14.36
-
-
-
-
5.63
4.58
7.17
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