Visual Perception Hallucination Evaluation on MME Perception
195Existence FidelityGreedy
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GreedyBackbone=LLaVA-1.5 7B2025.03 | 195 | 143.33 | 128.33 | 163.33 | 630 | |
| OPERABackbone=LLaVA-1.5 7B2025.03 | 195 | 143.33 | 128.33 | 163.33 | 630 | |
| SIDBackbone=LLaVA-1.5 7B2025.03 | 195 | 155 | 126.67 | 160 | 636.67 | |
| ViCrop-GBackbone=LLaVA-1.5 7B, Variant=-G2025.03 | 195 | 153.33 | 96.67 | 175 | 620 | |
| PMBackbone=LLaVA-1.5 7B2025.03 | 195 | 175 | 138.33 | 175 | 683.33 | |
| VCDBackbone=LLaVA-1.5 7B2025.03 | 190 | 143.33 | 120 | 155 | 608.33 | |
| ICDBackbone=LLaVA-1.5 7B2025.03 | 190 | 148.33 | 123.33 | 153.33 | 615 | |
| VDDBackbone=LLaVA-1.5 7B2025.03 | 190 | 140 | 133.33 | 165 | 628.33 | |
| M3IDBackbone=LLaVA-1.5 7B2025.03 | 190 | 150 | 133.33 | 166.67 | 640 | |
| PAIBackbone=LLaVA-1.5 7B2025.03 | 190 | 155 | 133.33 | 170 | 648.33 | |
| IBDBackbone=LLaVA-1.5 7B2025.03 | 190 | 160 | 133.33 | 170 | 653.33 | |
| API-CBackbone=LLaVA-1.5 7B, Variant=-C2025.03 | 190 | 150 | 128.33 | 165 | 633.33 | |
| API-LBackbone=LLaVA-1.5 7B, Variant=-L2025.03 | 190 | 150 | 133.33 | 168.33 | 641.67 | |
| ViCrop-RBackbone=LLaVA-1.5 7B, Variant=-R2025.03 | 190 | 163.33 | 105 | 175 | 633.33 |