OpenCodePapers
meme-classification-on-hateful-memes
Meme Classification
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Paper
Code
ROC-AUC
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Accuracy
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ModelName
ReleaseDate
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Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection
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0.911
0.821
RA-HMD (Qwen2-VL-7B)
2025-02-18
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection
✓ Link
0.897
0.809
RA-HMD (LLaVA-1.5-7B)
2025-02-18
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models
0.892
PaLI-X-VPD
2023-12-05
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection
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0.884
0.791
RA-HMD (Qwen2-VL-2B)
2025-02-18
Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning
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0.870
0.788
RGCL (CLIP)
2023-11-14
Flamingo: a Visual Language Model for Few-Shot Learning
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0.866
Flamingo (fine-tuned)
2022-04-29
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features
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0.858
Hate-CLIPper - Align
2022-10-12
Mapping Memes to Words for Multimodal Hateful Meme Classification
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0.855
ISSUES
2023-10-12
Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning Solution
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0.845
0.732
Ron Zhu
2020-12-15
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
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0.8265
0.847
Human
2020-05-10
Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful Memes
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0.825
0.695
Vilio
2020-12-14
Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge
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0.811
0.765
HateDetectron27
2020-12-23
Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme Detection
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0.809
0.723
Pro-Cap
2023-08-16
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
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0.754
0.695
Visual BERT COCO
2020-05-10
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
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0.734
SEER (RegNet10B)
2022-02-16
Flamingo: a Visual Language Model for Few-Shot Learning
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0.700
Flamingo (few-shot:32)
2022-04-29
Learning Transferable Visual Models From Natural Language Supervision
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0.661
CLIP (zero-shot)
2021-02-26