Datasets › Jigsaw Toxic Comment Classification Dataset
Jigsaw Toxic Comment Classification Dataset
You are provided with a large number of Wikipedia comments which have been labeled by human raters for toxic behavior. The types of toxicity are:
toxic severe_toxic obscene threat insult identity_hate You must create a model which predicts a probability of each type of toxicity for each comment.
File descriptions train.csv - the training set, contains comments with their binary labels test.csv - the test set, you must predict the toxicity probabilities for these comments. To deter hand labeling, the test set contains some comments which are not included in scoring. sample_submission.csv - a sample submission file in the correct format test_labels.csv - labels for the test data; value of -1 indicates it was not used for scoring; (Note: file added after competition close!) Usage The dataset under CC0, with the underlying comment text being governed by Wikipedia's CC-SA-3.0
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Toxic Comment Classification | Jigsaw Toxic Comment Classification Dataset | CapsNet Validation Accuracy 90.44 | Evaluating The Effectiveness of Capsule Neural Network... | TashinAhmed/HATE | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Evaluating The Effectiveness of Capsule Neural Network in Toxic Comment Classification using Pre-trained BERT Embeddings | 1 | 1 | 12 Oct 2023 | not harvested |
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Jigsaw Toxic Comment Classification Dataset
1 variant name, as the archive lists them.
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