Toxicity Label Prevalence Analysis on Twitch MOBA
75.71Primary Label Prevalence (%)zero-shot LLM-based classification pipeline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| zero-shot LLM-based classification pipelineCategory=Harassment (overall)2026.05 | 75.71 | 13.01 | |
| zero-shot LLM-based classification pipelineCategory=Bullying2026.05 | 62.84 | 11.39 | |
| zero-shot LLM-based classification pipelineCategory=Aggression2026.05 | 12.87 | 1.62 | |
| zero-shot LLM-based classification pipelineCategory=Discrimination (overall)2026.05 | 12.4 | 10.04 | |
| zero-shot LLM-based classification pipelineCategory=Profanity2026.05 | 9.59 | 54.99 | |
| zero-shot LLM-based classification pipelineCategory=Race / Religion2026.05 | 5.12 | 1.9 | |
| zero-shot LLM-based classification pipelineCategory=Sexuality / Gender2026.05 | 4.11 | 2.73 | |
| zero-shot LLM-based classification pipelineCategory=Sexual Content2026.05 | 2.27 | 4.13 | |
| zero-shot LLM-based classification pipelineCategory=Misogyny2026.05 | 1.66 | 3.17 | |
| zero-shot LLM-based classification pipelineCategory=Disability2026.05 | 1.5 | 2.24 |