Hallucination Mitigation on Hallusion
64.56AccuracyUniMRG
Evaluation results
| Method | Links | |
|---|---|---|
| UniMRGType=Unified, # LLM Params=2B2026.01 | 64.56 | |
| InternVL3Type=Und. Only, # LLM Params=2B2026.01 | 60.88 | |
| OpenUniType=Unified, # LLM Params=2B2026.01 | 60.88 | |
| UniLIPType=Unified, # LLM Params=2B2026.01 | 60.57 | |
| Janus-ProType=Unified, # LLM Params=7B2026.01 | 60.15 | |
| Emu3-ChatType=Und. Only, # LLM Params=8B2026.01 | 52.16 | |
| LLaVA-OVType=Und. Only, # LLM Params=0.5B2026.01 | 51.95 | |
| JanusType=Unified, # LLM Params=1.3B2026.01 | 50.16 | |
| HarmonType=Unified, # LLM Params=1.5B2026.01 | 46.69 | |
| Show-oType=Unified, # LLM Params=1.3B2026.01 | 46.06 |