Visual Hallucination Detection on Hallusion-VD
63.3AccuracyOctoTools
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OctoToolsBackbone=gpt-4o-2024-08-06, Modality=Vision, Domain=General, Visual Understanding=true, Numerical Calculation=false, Knowledge Retrieval=true, Multi-step Reasoning=false2025.02 | 63.3 | 11.3 | 10 | |
| OctoToolsbaseBackbone=gpt-4o-2024-08-06, Modality=Vision, Domain=General, Visual Understanding=true, Numerical Calculation=false, Knowledge Retrieval=true, Multi-step Reasoning=false2025.02 | 59 | — | — | |
| CoTBackbone=gpt-4o-2024-08-06, Modality=Vision, Domain=General, Visual Understanding=true, Numerical Calculation=false, Knowledge Retrieval=true, Multi-step Reasoning=false2025.02 | 53.3 | — | — | |
| 0-shotBackbone=gpt-4o-2024-08-06, Modality=Vision, Domain=General, Visual Understanding=true, Numerical Calculation=false, Knowledge Retrieval=true, Multi-step Reasoning=false2025.02 | 52 | — | — |