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Visual Question Answering on GQA balanced (test)

66.6AccuracyInternVL-Chat
33.21641.88350.5559.217Dec 21, 2023

Evaluation results

MethodLinks
InternVL-ChatLLM=Vicuna-13B, glue layer=QLLAMA2023.1266.6
InternVL-ChatLLM=Vicuna-13B, glue layer=MLP2023.1263.9
LLaVA-1.5LLM=Vicuna-13B2023.1263.3
InternVL-ChatLLM=Vicuna-7B, glue layer=MLP2023.1262.9
LLaVA-1.5LLM=Vicuna-7B2023.1262
InternVL-ChatLLM=Vicuna-13B, Res.=224, glue layer=QLLAMA2023.1259.5
Qwen-VLLLM=Qwen-7B2023.1259.3
InternVL-ChatLLM=Vicuna-7B, Res.=224, glue layer=QLLAMA2023.1257.7
Qwen-VL-ChatLLM=Qwen-7B2023.1257.5
IDEFICS-80BLLM=LLaMA-65B2023.1245.2
BLIP-2LLM=Vicuna-13B2023.1241
InstructBLIPLLM=Vicuna-7B2023.1234.5