Object Hallucination Evaluation on POPE (Rand, Pop, Adv Metrics)
92.6Rand AccuracyPAI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PAIBackbone=Qwen2-VL-2B-Instruct2026.06 | 92.6 | 89.6 | 87.9 | 90 | |
| VCDBackbone=Qwen2-VL-2B-Instruct2026.06 | 92.6 | 89.2 | 87.4 | 89.7 | |
| GreedyBackbone=Qwen2-VL-2B-Instruct2026.06 | 92.2 | 89.5 | 88 | 89.9 | |
| DCLABackbone=Qwen2-VL-2B-Instruct2026.06 | 92.2 | 89.5 | 88 | 89.9 | |
| DAMOBackbone=Qwen2-VL-2B-Instruct2026.06 | 92.2 | 89.7 | 88.4 | 90.1 | |
| FADEBackbone=Qwen2-VL-2B-Instruct2026.06 | 92.2 | 89.5 | 88.2 | 90 |