Out-of-Context Misinformation Detection on NewsCLIPpings
91AccuracyCMIE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CMIEImplementation=OpenAI API, Temperature=0.12025.05 | 91 | 88 | 93 | |
| SNIFFER2025.05 | 88 | 91 | 87 | |
| SEN2025.05 | 87 | 86 | 88 | |
| ARReasoning Mode=Augmented Reasoning2025.05 | 85 | 86 | 83 | |
| CCN2025.05 | 84 | 84 | 85 | |
| DRReasoning Mode=Direct Reasoning2025.05 | 83 | 79 | 87 | |
| LEMMA2025.05 | 81 | 74 | 92 | |
| DT-TransformerBackbone=ViT-B/322025.05 | 78 | 77 | 79 | |
| CLIPBackbone=ViT-B/322025.05 | 65 | 65 | 64 |