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Hallucination Evaluation on Style-CHAIR Cartoon

18.8CHAIRi ScoreDola
9.02411.56214.116.638Aug 5, 2025

Evaluation results

MethodLinks
DolaModel=InstructBLIP2025.0818.842.7
DolaModel=MiniGPT-42025.0816.440.3
DolaModel=LLaVA-1.52025.0815.444
GreedyModel=InstructBLIP2025.0813.745
DolaModel=LLaVA-1.62025.0813.631
AGLAModel=MiniGPT-42025.0813.243.7
SAVERModel=LLaVA-1.62025.081331.7
DecoModel=LLaVA-1.62025.0812.830.3
OPERAModel=InstructBLIP2025.0812.438.3
AGLAModel=InstructBLIP2025.0812.441
GreedyModel=LLaVA-1.62025.0812.327
OPERAModel=LLaVA-1.52025.0812.138.7
GreedyModel=LLaVA-1.52025.081243.3
GreedyModel=MiniGPT-42025.081238.7
BeamModel=LLaVA-1.62025.0811.929
BeamModel=InstructBLIP2025.0811.841.3
BeamModel=LLaVA-1.52025.0811.539.3
BeamModel=MiniGPT-42025.0811.534.3
OPERAModel=MiniGPT-42025.0811.534.7
AGLAModel=LLaVA-1.52025.0811.338
DecoModel=MiniGPT-42025.0811.338.3
DecoModel=LLaVA-1.52025.0811.231.3
SAVERModel=LLaVA-1.52025.0811.232.7
DecoModel=InstructBLIP2025.0810.936.3
AGLAModel=LLaVA-1.62025.0810.828
OPERAModel=LLaVA-1.62025.0810.123
SAVERModel=InstructBLIP2025.089.932
SAVERModel=MiniGPT-42025.089.430