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Frame-level hate localization on MHC (test)

0.82Accuracy

Wang et al.

Updated 4d ago

Evaluation Results

Method	Links
Wang et al. 2026.02		0.82	-	-	0.81	0.76	0.87	0.68
HVGuard 2026.02		0.809	-	-	0.6646	0.4556	0.4722	0.5
Yue et al. 2026.02		0.78	-	-	-	0.77	0.8	0.77
MHCL 2026.02		0.7498	-	-	0.7317	0.6153	0.675	0.6783
LELA 2026.02		0.7124	0.7227	0.6733	0.6923	0.6568	0.8217	0.5387
HTMM 2026.02		0.6861	-	-	0.7456	0.6817	0.6875	0.6597
Lin et al. 2026.02		0.6174	0.6147	0.5626	0.5849	0.5637	0.7233	0.4813
LAVAD 2026.02		0.5833	0.5865	0.6302	0.5799	0.5344	0.5671	0.6926
ZS ImageBind 2026.02		0.5391	0.5135	0.5753	0.4756	0.6392	0.5074	0.5014
LLAVA-1.5 2026.02		0.5342	0.5319	0.5438	0.5062	0.4974	0.5766	0.4694
ZS-CLIP 2026.02		0.5021	0.5181	0.5449	0.6395	0.5794	0.5371	0.5289