Class EvaluationMetric (1.34.0)
1.144.0 (latest)
1.143.0
1.142.0
1.141.0
1.140.0
1.139.0
1.138.0
1.137.0
1.136.0
1.135.0
1.134.0
1.133.0
1.132.0
1.131.0
1.130.0
1.129.0
1.122.0
1.121.0
1.120.0
1.119.0
1.118.0
1.117.0
1.116.0
1.115.0
1.114.0
1.113.0
1.112.0
1.111.0
1.110.0
1.109.0
1.108.0
1.107.0
1.106.0
1.105.0
1.104.0
1.103.0
1.102.0
1.101.0
1.100.0
1.99.0
1.98.0
1.97.0
1.96.0
1.95.1
1.94.0
1.93.1
1.92.0
1.91.0
1.90.0
1.89.0
1.88.0
1.87.0
1.86.0
1.85.0
1.84.0
1.83.0
1.82.0
1.81.0
1.80.0
1.79.0
1.78.0
1.77.0
1.76.0
1.75.0
1.74.0
1.73.0
1.72.0
1.71.1
1.70.0
1.69.0
1.68.0
1.67.1
1.66.0
1.65.0
1.63.0
1.62.0
1.60.0
1.59.0
1.58.0
1.57.0
1.56.0
1.55.0
1.54.1
1.53.0
1.52.0
1.51.0
1.50.0
1.49.0
1.48.0
1.47.0
1.46.0
1.45.0
1.44.0
1.43.0
1.39.0
1.38.1
1.37.0
1.36.4
1.35.0
1.34.0
1.33.1
1.32.0
1.31.1
1.30.1
1.29.0
1.28.1
1.27.1
1.26.1
1.25.0
1.24.1
1.23.0
1.22.1
1.21.0
1.20.0
1.19.1
1.18.3
1.17.1
1.16.1
1.15.1
1.14.0
1.13.1
1.12.1
1.11.0
1.10.0
1.9.0
1.8.1
1.7.1
1.6.2
1.5.0
1.4.3
1.3.0
1.2.0
1.1.1
1.0.1
0.9.0
0.8.0
0.7.1
0.6.0
0.5.1
0.4.0
0.3.1
EvaluationMetric (
bleu : typing . Optional [ float ] = None , rougeLSum : typing . Optional [ float ] = None
)
The evaluation metric response.
Parameters
Name Description
bleu
float
Optional. BLEU (Bilingual evauation understudy). Scores based on sacrebleu implementation.
rougeLSum
float
Optional. ROUGE-L (Longest Common Subsequence) scoring at summary level.
Properties
The Google Cloud Storage paths to the dataset used for this evaluation.
task_name
The type of evaluation task for the evaluation..
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2026-04-01 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2026-04-01 UTC."],[],[]]
