Coarse-level Multimodal Misinformation Detection on MiRAGe News
80.2AccuracyPCGR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PCGRModel Category=Multimodal Detectors2026.03 | 80.2 | 70.9 | |
| MGCAModel Category=Multimodal Detectors2026.03 | 72.3 | 66.6 | |
| C3NModel Category=Multimodal Detectors2026.03 | 70.4 | 66 | |
| GLPN-LLMModel Category=Multimodal Detectors2026.03 | 66.2 | 65 | |
| FKA-OwlModel Category=Multimodal Detectors2026.03 | 63.7 | 65.3 | |
| MiRAGeModel Category=Multimodal Detectors2026.03 | 61.1 | 58.5 | |
| GPT 5Model Category=General MLLMs2026.03 | 56.8 | 54 | |
| Gemini 2.5 ProModel Category=General MLLMs2026.03 | 52.9 | 53.4 | |
| HammerModel Category=Multimodal Detectors2026.03 | 52.8 | 50.4 | |
| MPFNModel Category=Multimodal Detectors2026.03 | 49.9 | 45.5 | |
| BMRModel Category=Multimodal Detectors2026.03 | 49.5 | 44.8 | |
| Llama 4Model Category=General MLLMs2026.03 | 43.1 | 52.1 | |
| LLaVA-1.6Model Category=General MLLMs2026.03 | 31.9 | 32.8 | |
| Qwen3-omniModel Category=General MLLMs2026.03 | 30.2 | 43 |