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ResearchFormerly WizWand

Visual Perception on MMBench (P)

80.1AccuracyMG-LLaVA
36.52447.83759.1570.463Jun 25, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MG-LLaVALLM=Yi1.5-34B, Params.=34.4B, Res.=336 (768)2024.0680.1
MG-LLaVALLM=LLaMA3-8B, Params.=8.4B, Res.=336 (768)2024.0676.5
GeminiPro Vision2024.0675.2
GPT-4V2024.0675.1
MG-LLaVALLM=Phi3-3.8B, Params.=4.2B, Res.=336 (768)2024.0673.4
MG-LLaVALLM=Vicuna-13B, Params.=13.6B, Res.=336 (768)2024.0672.2
MG-LLaVALLM=Vicuna-7B, Params.=7.4B, Res.=336 (768)2024.0672.1
MOVALLM=Vicuna-7B, Params.=10B, Res.=5762024.0670.4
MiniCPM-V2LLM=MiniCPM-2.4B, Params.=2.8B, Res.=4482024.0669.6
Mini-GeminiLLM=Vicuna-7B, Params.=7.4B, Res.=336 (768)2024.0669.3
LLaVA-1.5LLM=Vicuna-13B, Params.=13.4B, Res.=3362024.0669.2
LLaVA-UHDLLM=Vicuna-13B, Params.=13.4B, Res.=672×10082024.0668
SPHINX-1kLLM=Vicuna-7B, Params.=10B, Res.=4482024.0667.1
SPHINXLLM=Vicuna-7B, Params.=10B, Res.=2242024.0666.9
Qwen-VL-Plus2024.0666.2
LLaVA-1.5LLM=Vicuna-7B, Params.=7.2B, Res.=3362024.0665.2
Qwen-VL-ChatLLM=Qwen-7B, Params.=9.6B, Res.=4482024.0660.6
ShikraLLM=Vicuna-13B, Params.=7.3B, Res.=2242024.0658.8
IDEFICS-9BLLM=LLaMA-7B, Res.=2242024.0648.2
Qwen-VLLLM=Qwen-7B, Params.=9.6B, Res.=4482024.0638.2