Misinformation Detection on VERITE (out-of-distribution)
79.6AccuracyLADLE-MM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LADLE-MM2025.12 | 79.6 | 83.5 | |
| TRUST-VL2025.12 | 73.75 | 73.61 | |
| SNIFFER2025.12 | 72.5 | 72.02 | |
| o12025.12 | 71.75 | 71.66 | |
| Qwen2-VL2025.12 | 70 | 68.94 | |
| GPT-4o2025.12 | 67.5 | 67.57 | |
| LRQ-FACT2025.12 | 64.75 | 68.32 | |
| LLaVA-NeXT2025.12 | 54.75 | 54.57 | |
| MMD-Agent2025.12 | 54.75 | 47 | |
| xGen-MM2025.12 | 54.5 | 54.41 | |
| LLaVA2025.12 | 52.75 | 49.8 | |
| InstructBLIP2025.12 | 52.5 | 49.6 | |
| BLIP22025.12 | 50.75 | 37.35 |