List your company

Hate speech classification on ETHOS (test)

0.912AUCxList-Hate
0.705040.758770.81250.86623Feb 5, 2026

Evaluation results

MethodLinks
xList-HateModel=mistral-24b2026.020.9120.078
xList-HateModel=mistral-7b2026.020.9080.054
xList-HateModel=gemma3-12b2026.020.9020.057
xList-HateModel=gemma3-27b2026.020.9020.07
xList-HateModel=llama3-3b2026.020.8830.079
xList-HateModel=gemma3-4b2026.020.8820.063
Zero-shotModel=mistral-7b2026.020.853—
Zero-shotModel=gemma3-12b2026.020.845—
Zero-shotModel=mistral-24b2026.020.834—
Zero-shotModel=gemma3-27b2026.020.832—
Zero-shotModel=gemma3-4b2026.020.819—
Zero-shotModel=llama3-3b2026.020.804—
xList-HateModel=llama3-8b2026.020.8040.005
Zero-shotModel=llama3-8b2026.020.799—
xList-HateModel=llama3-1b2026.020.7240.011
Zero-shotModel=llama3-1b2026.020.713—