Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning

Benchmark Model Rank Results
hateful-meme-classification-on-harm-pRGCL#3Accuracy: 89.9F1: 89.5
hateful-meme-classification-on-harmemeRGCL#5AUROC: 91.80Accuracy: 87.00
hateful-meme-classification-on-pridemmRGCL#3Accuracy: 76.3F1: 76.5
meme-classification-on-hateful-memesRGCL (CLIP)#4ROC-AUC: 0.870Accuracy: 0.788
meme-classification-on-multioffRGCL#2Accuracy: 67.1F1: 58.1