DARC-CLIP improves CLIP-based meme classification with hierarchical adaptive refinement, delivering +4.18 AUROC and +6.84 F1 gains in hate detection on PrideMM and CrisisHateMM benchmarks.
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DARC-CLIP: Dynamic Adaptive Refinement with Cross-Attention for Meme Understanding
DARC-CLIP improves CLIP-based meme classification with hierarchical adaptive refinement, delivering +4.18 AUROC and +6.84 F1 gains in hate detection on PrideMM and CrisisHateMM benchmarks.