Coarse-level Multimodal Misinformation Detection on AMG
84.3AccuracyPCGR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PCGRModel Category=Multimodal Detectors2026.03 | 84.3 | 79.8 | |
| MGCAModel Category=Multimodal Detectors2026.03 | 78.2 | 76.8 | |
| C3NModel Category=Multimodal Detectors2026.03 | 75.3 | 72.6 | |
| GLPN-LLMModel Category=Multimodal Detectors2026.03 | 73.6 | 70.3 | |
| FKA-OwlModel Category=Multimodal Detectors2026.03 | 70.7 | 68.7 | |
| MiRAGeModel Category=Multimodal Detectors2026.03 | 69.2 | 67.1 | |
| HammerModel Category=Multimodal Detectors2026.03 | 60.1 | 57.2 | |
| GPT 5Model Category=General MLLMs2026.03 | 59.9 | 57.9 | |
| BMRModel Category=Multimodal Detectors2026.03 | 57.3 | 55.4 | |
| Gemini 2.5 ProModel Category=General MLLMs2026.03 | 56.8 | 57.3 | |
| MPFNModel Category=Multimodal Detectors2026.03 | 55.4 | 52.7 | |
| Llama 4Model Category=General MLLMs2026.03 | 48.8 | 52.1 | |
| Qwen3-omniModel Category=General MLLMs2026.03 | 39.2 | 45.6 | |
| LLaVA-1.6Model Category=General MLLMs2026.03 | 37.5 | 39.2 |