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codesearchnet---javascript.

codesearchnet---javascript 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---javascript.

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---javascript. 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
01Transformer
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified25.612020Paper ↗Code ↗Looks wrong?
02CodeTrans-TF-Large
From paper: CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing
verified18.982021Paper ↗Code ↗Looks wrong?
03CodeBERT+AdvFusion
CodeBERT+AdvFusion — best result in AdvFusion paper for JavaScript, Table 5. CodeXGLUE/CodeSearchNet cleaned split (standard post-2021 protocol)
verified16.82024Paper ↗Looks wrong?
04CodeT5-base
CodeT5-base baseline reproduced in AdvFusion Table 5. CodeXGLUE/CodeSearchNet cleaned split (standard post-2021 protocol)
verified16.242024Paper ↗Looks wrong?
05GraphCodeBERT+AdvFusion
GraphCodeBERT+AdvFusion result, AdvFusion Table 5. CodeXGLUE/CodeSearchNet cleaned split (standard post-2021 protocol)
verified15.892024Paper ↗Looks wrong?
06ESALE
ESALE model result on CSN-JavaScript, Table VIII. CodeXGLUE/CodeSearchNet cleaned split (standard post-2021 protocol)
verified15.612024Paper ↗Looks wrong?
07UniXcoder
UniXcoder baseline reproduced in ESALE Table VIII. CodeXGLUE/CodeSearchNet cleaned split (standard post-2021 protocol)
verified15.462024Paper ↗Looks wrong?
08GraphCodeBERT
GraphCodeBERT baseline reproduced in AdvFusion Table 5. CodeXGLUE/CodeSearchNet cleaned split (standard post-2021 protocol)
verified14.792024Paper ↗Looks wrong?
09CodeBERT (MLM+RTD)
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified9.542020Paper ↗Code ↗Looks wrong?
10CodeBERT (RTD)
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified8.732020Paper ↗Code ↗Looks wrong?
11CodeBERT (MLM)
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified8.512020Paper ↗Code ↗Looks wrong?
12pre-train w/ code only
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified8.302020Paper ↗Code ↗Looks wrong?
13seq2seq
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified6.882020Paper ↗Code ↗Looks wrong?
14RoBERTa
From paper: CodeBERT: A Pre-Trained Model for Programming and Natural Languages
verified5.722020Paper ↗Code ↗Looks wrong?
§ 04 · Submit a result

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