Object Hallucination Evaluation on Simple Hallucination Rate (SHR)
33.9SHRASPO
Evaluation results
| Method | Links | |
|---|---|---|
| ASPOBase Model=LLaVA-v1.5, Model Scale=7B, Optimization Protocol=ASPO2025.05 | 33.9 | |
| ASPOBase Model=LLaVA-v1.5, Model Scale=13B, Optimization Protocol=ASPO2025.05 | 34.8 | |
| LLaVA-1.5-7BBase Model=LLaVA-v1.5, Model Scale=7B, Optimization Protocol=Base2025.05 | 36.7 | |
| LLaVA-1.5-13BBase Model=LLaVA-v1.5, Model Scale=13B, Optimization Protocol=Base2025.05 | 37.2 | |
| DPOBase Model=LLaVA-v1.5, Model Scale=7B, Optimization Protocol=DPO2025.05 | 40.1 | |
| DPOBase Model=LLaVA-v1.5, Model Scale=13B, Optimization Protocol=DPO2025.05 | 47.4 | |
| ASPOBase Model=InstructBLIP, Model Scale=13B, Optimization Protocol=ASPO2025.05 | 50.5 | |
| InstructBLIP-13BBase Model=InstructBLIP, Model Scale=13B, Optimization Protocol=Base2025.05 | 51.2 | |
| DPOBase Model=InstructBLIP, Model Scale=13B, Optimization Protocol=DPO2025.05 | 53.8 |