Codesota · Models · CodeT5-baseSalesforce2 results · 2 benchmarks
Model card

CodeT5-base.

Salesforceopen-sourceT5 encoder-decoder pretrained on code1 current SOTA
§ 01 · Benchmarks

Every benchmark CodeT5-base has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01CodeXGLUE Code-to-Text (Python)Computer Code · Code Summarizationbleu20.0%#1/3source ↗
02codesearchnet---javascriptComputer Vision · Optical Character Recognitionsmoothed-bleu-416.2%#4/142024-12-01source ↗
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area

Where CodeT5-base actually performs.

Computer Code
1
benchmark
avg rank #1.0 · 1 SOTA
Computer Vision
1
benchmark
avg rank #4.0
§ 03 · Papers

1 paper with results for CodeT5-base.

  1. 2024-12-01· 1 result

    AdvFusion: Adapter-based Knowledge Transfer for Code Summarization on Code Language Models

§ 04 · Related models

Other Salesforce models scored on Codesota.

CoAct-1
1 result · 1 SOTA
GTA1 (7B)
1 result
BLIP-2
Unknown params · 0 results
CodeT5+
Unknown params · 0 results
CodeT5+ 2B
Unknown params · 0 results
§ 05 · Sources & freshness

Where these numbers come from.

editorial
1
result
AdvFusion paper (IEEE TSE 2024)
1
result
1 of 2 rows marked verified.