Toxicity Label Prevalence Analysis on Twitch SP Shooter
74.03Primary Label Prevalencezero-shot LLM-based classification pipeline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| zero-shot LLM-based classification pipelineCategory=Harassment (overall)2026.05 | 74.03 | 12.94 | |
| zero-shot LLM-based classification pipelineCategory=Bullying2026.05 | 39.89 | 10.89 | |
| zero-shot LLM-based classification pipelineCategory=Aggression2026.05 | 34.15 | 2.06 | |
| zero-shot LLM-based classification pipelineCategory=Discrimination (overall)2026.05 | 13.3 | 10.66 | |
| zero-shot LLM-based classification pipelineCategory=Profanity2026.05 | 8.79 | 50.53 | |
| zero-shot LLM-based classification pipelineCategory=Misogyny2026.05 | 4.44 | 4.3 | |
| zero-shot LLM-based classification pipelineCategory=Race / Religion2026.05 | 4.24 | 1.84 | |
| zero-shot LLM-based classification pipelineCategory=Sexual Content2026.05 | 3.87 | 6.67 | |
| zero-shot LLM-based classification pipelineCategory=Sexuality / Gender2026.05 | 3.82 | 2.48 | |
| zero-shot LLM-based classification pipelineCategory=Disability2026.05 | 0.8 | 2.04 |