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ResearchFormerly WizWand

Referring Expression Grounding on LVIS-Ref

87.7Accuracy (Box)Ferret-V2-13B
46.6257.28567.9578.615Sep 30, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Ferret-V2-13BModel Size Category=Larger (>13B)2024.0987.775.1
Ferret-V2-7BModel Size Category=7B2024.0986.674.6
MM1.5-30BModel Size Category=Larger (>13B)2024.0984.961.4
Ferret-13BModel Size Category=Larger (>13B)2024.0980.568.4
Ferret-7BModel Size Category=7B2024.0979.467.9
MM1.5-7BModel Size Category=7B2024.0979.453.4
MM1.5-3B-MoEModel Size Category=3B, Architecture=MoE2024.0979.354.5
MM1.5-3BModel Size Category=3B2024.0976.359.5
MM1.5-1B-MoEModel Size Category=1B, Architecture=MoE2024.0971.456.7
MM1.5-1BModel Size Category=1B2024.0969.754.7
Phi-3-Vision-4BModel Size Category=3B2024.0953.854.5
MM1-30BModel Size Category=Larger (>13B)2024.0953.452.7
MM1-7BModel Size Category=7B2024.0953.153.3
MM1-3BModel Size Category=3B2024.0952.953.9
MM1-1BModel Size Category=1B2024.0951.451.6
LLaVA-OneVision-7BModel Size Category=7B2024.0951.251.4
InternVL2Model Size Category=3B2024.095151.1
MiniCPM-v2-3BModel Size Category=3B2024.0948.247.7