Toxicity Label Prevalence Analysis on Twitch Sports Games
77.55Primary Label Prevalence (%)zero-shot LLM-based classification pipeline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| zero-shot LLM-based classification pipelineCategory=Harassment (overall)2026.05 | 77.55 | 11.96 | |
| zero-shot LLM-based classification pipelineCategory=Bullying2026.05 | 59.29 | 10.37 | |
| zero-shot LLM-based classification pipelineCategory=Aggression2026.05 | 18.25 | 1.59 | |
| zero-shot LLM-based classification pipelineCategory=Profanity2026.05 | 10.2 | 52.27 | |
| zero-shot LLM-based classification pipelineCategory=Discrimination (overall)2026.05 | 9.67 | 8.2 | |
| zero-shot LLM-based classification pipelineCategory=Race / Religion2026.05 | 4.77 | 2.02 | |
| zero-shot LLM-based classification pipelineCategory=Sexuality / Gender2026.05 | 2.61 | 1.99 | |
| zero-shot LLM-based classification pipelineCategory=Sexual Content2026.05 | 2.56 | 3.96 | |
| zero-shot LLM-based classification pipelineCategory=Misogyny2026.05 | 1.81 | 2.63 | |
| zero-shot LLM-based classification pipelineCategory=Disability2026.05 | 0.48 | 1.58 |