Object Hallucination Evaluation on HallBench
42.53AccuracySyVLA
Evaluation results
| Method | Links | |
|---|---|---|
| SyVLA2026.06 | 42.53 | |
| ChatVLA2026.06 | 39.9 | |
| LLaVA-OV + SFTBase Model=LLaVA-OV, Training Stage=SFT2026.07 | 38.1 | |
| InternVL2.5 + IRABase Model=InternVL2.5, Training Stage=IRA2026.07 | 37.9 | |
| InternVL2.5 + SFTBase Model=InternVL2.5, Training Stage=SFT2026.07 | 37.6 | |
| LLaVA-OV + IRABase Model=LLaVA-OV, Training Stage=IRA2026.07 | 37 | |
| Wall-Oss2026.06 | 36.57 | |
| InternVL2 + IRABase Model=InternVL2, Training Stage=IRA2026.07 | 36 | |
| InternVL2 + SFTBase Model=InternVL2, Training Stage=SFT2026.07 | 35.7 | |
| InternVL2-PtBase Model=InternVL2, Training Stage=Pretrain2026.07 | 33.6 | |
| InternVL2.5-PtBase Model=InternVL2.5, Training Stage=Pretrain2026.07 | 32.5 | |
| LLaVA-OV-PtBase Model=LLaVA-OV, Training Stage=Pretrain2026.07 | 21.7 |