# Toxicity Classification on Multilingual Jigsaw Source: [Toxicity Classification on Multilingual Jigsaw]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:45:33.832Z Evaluation of model performance on the Multilingual Jigsaw dataset for the task of Toxicity Classification, reporting scores across multiple languages (French, Portuguese, Russian, Spanish, Turkish). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Toxicity Classification | | Dataset (including any stated split) | Multilingual Jigsaw | | Metric | French Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [French Accuracy](): Higher is better; unit: PERCENT. - [Portuguese Accuracy](): Higher is better; unit: PERCENT. - [Russian Accuracy](): Higher is better; unit: PERCENT. - [Spanish Accuracy](): Higher is better; unit: PERCENT. - [Turkish Accuracy](): Higher is better; unit: PERCENT. - [Non-English Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | French Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PaLM 2 | 87.94 | Not recorded | 68fa708e1e209131cea4bc0a | | PaLM | 86.16 | Not recorded | 68fa708e1e209131cea4bc0a | | PaLM 2 | 84.11 | Not recorded | 68fa708e1e209131cea4bc0a | | PaLM | 78.99 | Not recorded | 68fa708e1e209131cea4bc0a | ### PaLM 2 French Accuracy: 87.94. Result ID: 699148263a6c3148490700e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of shots":"10-shot"}. This record does not assert independent reproduction. ### PaLM French Accuracy: 86.16. Result ID: 699148263a6c3148490700e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of shots":"10-shot"}. This record does not assert independent reproduction. ### PaLM 2 French Accuracy: 84.11. Result ID: 699148263a6c3148490700e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of shots":"0-shot"}. This record does not assert independent reproduction. ### PaLM French Accuracy: 78.99. Result ID: 699148263a6c3148490700e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of shots":"0-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.