Hateful Memes
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Hateful Meme Detection | Hateful Memes (test) | AUROC0.828 | 67 | |
| Multimodal Hate Speech Detection | Hateful Memes | ROC AUC0.892 | 29 | |
| Hateful Meme Detection | Hateful Memes (val) | AUROC81.56 | 22 | |
| Multimodal Classification | Hateful Memes | Overall Score64.6 | 17 | |
| Hateful Meme Detection | Hateful Memes (val test) | Accuracy51.05 | 15 | |
| Classification | Hateful Memes (test) | Accuracy82 | 15 | |
| Hateful content detection | Hateful Memes | Accuracy82.3 | 12 | |
| Image Classification | Hateful Memes | Accuracy66 | 11 | |
| Multimodal Reasoning | Hateful Memes (HM) (test) | MiniGPT-4 Score62.33 | 10 | |
| Multimodal Classification | Hateful Memes (test) | Accuracy69.8 | 8 | |
| Multimodal Classification | Hateful Memes Synergy | Accuracy48.9 | 8 | |
| Content Moderation | Hateful Memes seen (test) | AUC-ROC89.2 | 7 | |
| OCR | Hateful Memes (dev) | ROC AUC78 | 4 | |
| Explanation Generation | Hateful Memes (test) | BS78 | 3 | |
| Hate Speech Detection | Hateful-Memes (HM) (val) | Accuracy69.85 | 2 | |
| Explanation Generation | Hateful Memes | Bias Score0.78 | 2 |
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