Object Hallucination Evaluation on POPE Objects365
91.47F1 ScoreMHSA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MHSALVLM Architecture=LLaVA-v1.5-7B, Training Dataset=Obj3652026.05 | 91.47 | — | — | — | — | |
| MHSAModel=LLaVA-v1.5-7B2026.05 | 91.47 | 90.37 | 85.66 | 98.12 | 57 | |
| MHSALVLM Architecture=LLaVA-v1.5-7B, Training Dataset=COCO2026.05 | 89.5 | — | — | — | — | |
| BaselineLVLM Architecture=LLaVA-v1.5-7B2026.05 | 80.69 | — | — | — | — | |
| BaselineModel=LLaVA-v1.5-7B2026.05 | 80.69 | 82.57 | 90.56 | 72.77 | 40.2 |