Polling-based Object Probing Evaluation (POPE) on A-OKVQA POPE (Adversarial)
81.94AccuracyICT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ICTModel=Qwen-VL2024.11 | 81.94 | 82.44 | |
| ICT w/o imageModel=Qwen-VL2024.11 | 81.5 | 82.1 | |
| ICT w/o objectModel=Qwen-VL2024.11 | 81.4 | 82.18 | |
| VCDModel=Qwen-VL2024.11 | 81.27 | 82.38 | |
| OPERAModel=Qwen-VL2024.11 | 80.82 | 81.54 | |
| ICTModel=LLaVA-v1.52024.11 | 79.6 | 80.43 | |
| RegularModel=Qwen-VL2024.11 | 79.57 | 79.5 | |
| ICT w/o imageModel=LLaVA-v1.52024.11 | 79.26 | 80.14 | |
| ICT w/o objectModel=LLaVA-v1.52024.11 | 77.79 | 79.53 | |
| VCDModel=LLaVA-v1.52024.11 | 74.97 | 77.73 | |
| RegularModel=LLaVA-v1.52024.11 | 74.04 | 75.15 | |
| OPERAModel=LLaVA-v1.52024.11 | 73.82 | 77.91 |