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Python return type prediction on Pradel benchmarks Fried adaptation (test)

77.4Non-None F1StarCoderBase
58.36863.30968.2573.191May 9, 2023

Evaluation results

MethodLinks
StarCoderBasegeneration=greedy, conditioning=imports, body, and signature2023.0577.486.6
StarCodergeneration=greedy, conditioning=imports, body, and signature2023.0577.186.4
SantaCodergeneration=greedy, conditioning=imports, body, and signature2023.0566.978.5
InCoder-6Bgeneration=greedy, conditioning=imports, body, and signature2023.0559.146.8