Object presence hallucination evaluation on POPE GQA 2019 (Adversarial)
73.07AccuracyAVISC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AVISCModel=InstructBLIP2024.05 | 73.07 | 67.8 | 87.87 | 76.54 | |
| VCDModel=InstructBLIP2024.05 | 70.27 | 65.43 | 85.93 | 74.29 | |
| AVISCModel=LLaVA-1.52024.05 | 69.2 | 62.61 | 95.33 | 75.58 | |
| M3IDModel=InstructBLIP2024.05 | 68.9 | 64.06 | 86.13 | 73.47 | |
| baseModel=LLaVA-1.52024.05 | 68.73 | 62.54 | 93.4 | 74.92 | |
| VCDModel=LLaVA-1.52024.05 | 68.27 | 62 | 94.4 | 74.84 | |
| M3IDModel=LLaVA-1.52024.05 | 68.13 | 61.88 | 94.47 | 74.78 | |
| baseModel=InstructBLIP2024.05 | 68 | 63.49 | 84.73 | 72.59 |