ML Research Wiki / Benchmarks / Hate Speech Detection / HateMM

HateMM

Hate Speech Detection Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: TEST F1 (macro)

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Model	Paper	TEST F1 (macro)	Date	Actions
HXP + CLAP + CLIP	Towards a Robust Framework for Multimodal Hate De…	0.85	2025-02-11
BERT + ViT + MFCC	HateMM: A Multi-Modal Dataset for Hate Video Clas…	0.79	2023-05-06

Rank	Model	Paper	TEST F1 (macro)	Date	Code
1	HXP + CLAP + CLIP	Towards a Robust Framework for Multimodal Hate Detection: A Study on Video vs. Image-based Content	0.85	2025-02-11	📦 surrey-nlp/Video-vs-Meme-Hate
2	BERT + ViT + MFCC	HateMM: A Multi-Modal Dataset for Hate Video Classification	0.79	2023-05-06	📦 hate-alert/hatemm

2025

HXP + CLAP + CLIP

surrey-nlp/Video-vs-Meme-Hate

2023

BERT + ViT + MFCC

hate-alert/hatemm