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Visual Question Answering on LLaVA-Bench LLaVAW

89.1ScoreLLaVA-VT
76.51679.78383.0586.317Mar 27, 2024

Evaluation results

MethodLinks
LLaVA-VTLLM=Vicuna-13B, #PT=558K, #IT=665K, Representation=E + T2024.0389.1
LLaVA-CapLLM=Vicuna-13B, #PT=558K, #IT=665K, Representation=E + T2024.0388.9
LLaVA-SGLLM=Vicuna-13B, #PT=558K, #IT=665K, Representation=E + T2024.0386.8
LLaVA-1.5 (V-13B)LLM=Vicuna-13B, #PT=558K, #IT=665K, Representation=Visual Embeddings (E)2024.0386.7
LLaVA-DCapLLM=Vicuna-13B, #PT=558K, #IT=665K, Representation=E + T2024.0386.4
Vicuna-VTLLM=Vicuna-13B, #IT=665K, Representation=Text (T)2024.0382.5
LLaVA-1.5 (V-7B)LLM=Vicuna-7B, #PT=558K, #IT=665K, Representation=Visual Embeddings (E)2024.0381.9
Vicuna-CapLLM=Vicuna-13B, #IT=665K, Representation=Text (T)2024.0379.2
Vicuna-DCapLLM=Vicuna-13B, #IT=665K, Representation=Text (T)2024.0377.6
Vicuna-SGLLM=Vicuna-13B, #IT=665K, Representation=Text (T)2024.0377