Hallucination Mitigation on POPE (val)
88.2ACCVIB-Probe
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VIB-ProbeBase Model=LLaVA-v1.6-7B2026.01 | 88.2 | 89.5 | |
| PAIBase Model=LLaVA-v1.6-7B2026.01 | 87.9 | 88.4 | |
| VCDBase Model=LLaVA-v1.6-7B2026.01 | 86.3 | 87.8 | |
| BeamSearchBase Model=LLaVA-v1.6-7B2026.01 | 84.3 | 85.6 | |
| VanillaBase Model=LLaVA-v1.6-7B2026.01 | 84.1 | 85.1 | |
| PAIBase Model=LLaVA-v1.5-7B2026.01 | 84 | 84.6 | |
| VIB-ProbeBase Model=LLaVA-v1.5-7B2026.01 | 83.7 | 85.2 | |
| VCDBase Model=LLaVA-v1.5-7B2026.01 | 83.6 | 83.9 | |
| VanillaBase Model=LLaVA-v1.5-7B2026.01 | 82.6 | 83.3 | |
| BeamSearchBase Model=LLaVA-v1.5-7B2026.01 | 82.2 | 84.1 |