Hallucination Evaluation on Style-CHAIR Cartoon
18.8CHAIRi ScoreDola
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DolaModel=InstructBLIP2025.08 | 18.8 | 42.7 | |
| DolaModel=MiniGPT-42025.08 | 16.4 | 40.3 | |
| DolaModel=LLaVA-1.52025.08 | 15.4 | 44 | |
| GreedyModel=InstructBLIP2025.08 | 13.7 | 45 | |
| DolaModel=LLaVA-1.62025.08 | 13.6 | 31 | |
| AGLAModel=MiniGPT-42025.08 | 13.2 | 43.7 | |
| SAVERModel=LLaVA-1.62025.08 | 13 | 31.7 | |
| DecoModel=LLaVA-1.62025.08 | 12.8 | 30.3 | |
| OPERAModel=InstructBLIP2025.08 | 12.4 | 38.3 | |
| AGLAModel=InstructBLIP2025.08 | 12.4 | 41 | |
| GreedyModel=LLaVA-1.62025.08 | 12.3 | 27 | |
| OPERAModel=LLaVA-1.52025.08 | 12.1 | 38.7 | |
| GreedyModel=LLaVA-1.52025.08 | 12 | 43.3 | |
| GreedyModel=MiniGPT-42025.08 | 12 | 38.7 | |
| BeamModel=LLaVA-1.62025.08 | 11.9 | 29 | |
| BeamModel=InstructBLIP2025.08 | 11.8 | 41.3 | |
| BeamModel=LLaVA-1.52025.08 | 11.5 | 39.3 | |
| BeamModel=MiniGPT-42025.08 | 11.5 | 34.3 | |
| OPERAModel=MiniGPT-42025.08 | 11.5 | 34.7 | |
| AGLAModel=LLaVA-1.52025.08 | 11.3 | 38 | |
| DecoModel=MiniGPT-42025.08 | 11.3 | 38.3 | |
| DecoModel=LLaVA-1.52025.08 | 11.2 | 31.3 | |
| SAVERModel=LLaVA-1.52025.08 | 11.2 | 32.7 | |
| DecoModel=InstructBLIP2025.08 | 10.9 | 36.3 | |
| AGLAModel=LLaVA-1.62025.08 | 10.8 | 28 | |
| OPERAModel=LLaVA-1.62025.08 | 10.1 | 23 | |
| SAVERModel=InstructBLIP2025.08 | 9.9 | 32 | |
| SAVERModel=MiniGPT-42025.08 | 9.4 | 30 |