Hallucination Evaluation on HallusionBench 1.0 (test)
22.2fACCLaSCD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LaSCDBase Model=Qwen-VL2026.05 | 22.2 | 13.8 | 43 | 35.5 | 44.9 | |
| DeCoBase Model=Qwen-VL2026.05 | 20.2 | 14 | 42.8 | 34.6 | 43.6 | |
| Qwen-VLBase Model=Qwen-VL2026.05 | 19.9 | 12.3 | 39.3 | 32 | 41.8 | |
| LLaVA-1.5Base Model=LLaVA-1.52026.05 | 17.9 | 8.13 | 36 | 36.7 | 41.5 | |
| MemVRBase Model=LLaVA-1.52026.05 | 17.9 | 9.01 | 36.9 | 37.7 | 42.5 | |
| OPERABase Model=LLaVA-1.52026.05 | 16.2 | 5.49 | 37.6 | 35.4 | 41.2 | |
| LaSCDBase Model=LLaVA-1.52026.05 | 15.8 | 13.8 | 41.5 | 43.4 | 46.2 | |
| DeCoBase Model=LLaVA-1.52026.05 | 15.3 | 8.13 | 42.1 | 33.8 | 41.3 | |
| ICDBase Model=LLaVA-1.52026.05 | 13.9 | 8.35 | 36.9 | 33.5 | 38.2 | |
| VCDBase Model=LLaVA-1.52026.05 | 13.9 | 11.4 | 33 | 34.7 | 41.1 |