Visual Hallucination Evaluation on POPE MS-COCO Random sampling (val)
88.57AccuracyInstructBLIP-14B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| InstructBLIP-14Bzero-shot=true, backbone=14B2023.09 | 88.57 | 84.09 | 95.13 | 89.27 | 56.57 | |
| DREAMLLM-7Bzero-shot=true, backbone=7B2023.09 | 86.36 | 85.92 | 87.93 | 86.91 | 52.75 | |
| MiniGPT-4-14Bzero-shot=true, backbone=14B2023.09 | 79.67 | 78.24 | 82.2 | 80.17 | 52.53 | |
| mPLUG-Owl-7Bzero-shot=true, backbone=7B2023.09 | 53.97 | 52.07 | 99.6 | 68.39 | 95.63 | |
| LLaVA-13Bzero-shot=true, backbone=13B2023.09 | 50.37 | 50.19 | 99.13 | 66.64 | 98.77 | |
| MMGPT-7Bzero-shot=true, backbone=7B2023.09 | 50.1 | 50.05 | 100 | 66.71 | 99.9 |