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codesearchnet---php.

codesearchnet---php is a state-of-the-art machine learning benchmark indexed on Codesota. This page tracks published model results, top scores per metric, and the SOTA timeline for codesearchnet---php.

Paper Leaderboard
§ 01 · SOTA history

Year over year.

§ 02 · Leaderboard

Results by metric.

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Smoothed Bleu 4

Smoothed Bleu 4 is the reported evaluation metric for codesearchnet---php. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Smoothed Bleu 4verifiedpapervendorcommunityunverified
RankModelTrustScoreYearLinksFix
01CodeTrans-MT-Base
From paper: CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing
verified26.232021Paper ↗Code ↗Looks wrong?
02CodeBERT (MLM+RTD)
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified21.322020Paper ↗Code ↗Looks wrong?
03CodeBERT (MLM)
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified212020Paper ↗Code ↗Looks wrong?
04pre-train w/ code only
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified20.712020Paper ↗Code ↗Looks wrong?
05CodeBERT (RTD)
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified20.252020Paper ↗Code ↗Looks wrong?
06RoBERTa
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified19.92020Paper ↗Code ↗Looks wrong?
07seq2seq
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified18.42020Paper ↗Code ↗Looks wrong?
08Transformer
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified18.252020Paper ↗Code ↗Looks wrong?
§ 04 · Submit a result

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