Toxicity Label Prevalence Analysis on Twitch MP Shooter
75.28Primary Label Prevalencezero-shot LLM-based classification pipeline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| zero-shot LLM-based classification pipelineCategory=Harassment (overall)2026.05 | 75.28 | 12.59 | |
| zero-shot LLM-based classification pipelineCategory=Bullying2026.05 | 63.69 | 10.69 | |
| zero-shot LLM-based classification pipelineCategory=Discrimination (overall)2026.05 | 12.14 | 8.98 | |
| zero-shot LLM-based classification pipelineCategory=Aggression2026.05 | 11.58 | 1.9 | |
| zero-shot LLM-based classification pipelineCategory=Profanity2026.05 | 10.62 | 52 | |
| zero-shot LLM-based classification pipelineCategory=Race / Religion2026.05 | 6.32 | 1.99 | |
| zero-shot LLM-based classification pipelineCategory=Sexuality / Gender2026.05 | 3.72 | 2.41 | |
| zero-shot LLM-based classification pipelineCategory=Sexual Content2026.05 | 1.95 | 3.3 | |
| zero-shot LLM-based classification pipelineCategory=Misogyny2026.05 | 1.4 | 2.86 | |
| zero-shot LLM-based classification pipelineCategory=Disability2026.05 | 0.7 | 1.73 |