Object Hallucination Evaluation on CHAIR MS COCO based (test)
56.2CHAIRsRegular
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RegularModel=LLaVA-1.5, Max Tokens=1282026.01 | 56.2 | 18.3 | 70.6 | |
| VCDModel=LLaVA-1.5, Max Tokens=1282026.01 | 55 | 17 | 72.5 | |
| RegularModel=MiniGPT-4, Max Tokens=1282026.01 | 35 | 10.8 | 69.8 | |
| VISTAModel=LLaVA-1.5, Max Tokens=1282026.01 | 31 | 10.5 | 76.6 | |
| VCDModel=LLaVA-1.5, Max Tokens=642026.01 | 27.2 | 8.8 | 70 | |
| PAIModel=LLaVA-1.5, Max Tokens=1282026.01 | 25.6 | 7.6 | 75.9 | |
| RegularModel=LLaVA-1.5, Max Tokens=642026.01 | 25.2 | 8.3 | 68.5 | |
| RegularModel=MiniGPT-4, Max Tokens=642026.01 | 24.8 | 8.2 | 69.3 | |
| VISTAModel=LLaVA-1.5, Max Tokens=642026.01 | 23.6 | 7.6 | 74.3 | |
| PAIModel=MiniGPT-4, Max Tokens=1282026.01 | 22.8 | 8.1 | 71.4 | |
| ACGModel=LLaVA-1.5, Max Tokens=1282026.01 | 21 | 4.8 | 74.4 | |
| PAIModel=MiniGPT-4, Max Tokens=642026.01 | 19.8 | 6.9 | 71 | |
| VISTAModel=MiniGPT-4, Max Tokens=1282026.01 | 18.8 | 5.9 | 71 | |
| ACGModel=LLaVA-1.5, Max Tokens=642026.01 | 16.8 | 4.5 | 72.8 | |
| VISTAModel=MiniGPT-4, Max Tokens=642026.01 | 15.8 | 5.5 | 70.2 | |
| PAIModel=LLaVA-1.5, Max Tokens=642026.01 | 13.8 | 4.5 | 72.4 | |
| ACGModel=MiniGPT-4, Max Tokens=642026.01 | 11.2 | 4.2 | 67.9 | |
| ACGModel=MiniGPT-4, Max Tokens=1282026.01 | 10.8 | 3.3 | 68 |