Object Presence Hallucination Evaluation on POPE A-OKVQA Popular 2022
85.63AccuracySchroMind
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SchroMindModel=LLaVA-1.5-7B2026.02 | 85.63 | — | — | 85.42 | |
| ICTModel=LLaVA-1.5-7B2026.02 | 83.4 | — | — | 84.45 | |
| OPERAModel=LLaVA-1.5-7B2026.02 | 83.22 | — | — | 84.67 | |
| VCDModel=LLaVA-1.5-7B2026.02 | 81.85 | — | — | 82.82 | |
| AVISCModel=InstructBLIP2024.05 | 81.77 | 77.82 | 88.87 | 82.98 | |
| RegularModel=LLaVA-1.5-7B2026.02 | 79.9 | — | — | 79.59 | |
| AVISCModel=LLaVA-1.52024.05 | 78.83 | 72.1 | 94.07 | 81.63 | |
| AVISCModel=LLaVA-1.5-7B2026.02 | 78.83 | — | — | 81.63 | |
| M3IDModel=LLaVA-1.52024.05 | 76.8 | 70.2 | 93.13 | 80.06 | |
| M3IDModel=LLaVA-1.5-7B2026.02 | 76.8 | — | — | 80.06 | |
| baseModel=LLaVA-1.52024.05 | 76.1 | 69.86 | 91.8 | 79.34 | |
| M3IDModel=InstructBLIP2024.05 | 75.6 | 70.4 | 88.33 | 78.36 | |
| VCDModel=LLaVA-1.52024.05 | 75.43 | 68.58 | 93.87 | 79.26 | |
| VCDModel=InstructBLIP2024.05 | 75.33 | 70.52 | 87.07 | 77.92 | |
| baseModel=InstructBLIP2024.05 | 75 | 70.14 | 87.07 | 77.69 |