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Referring Expression Grounding on Ferret-Bench

77.1Accuracy (avg)MM1.5-30B
19.934.7549.664.45Sep 30, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MM1.5-30BModel Size Category=Larger (>13B)2024.0977.1
Ferret-V2-7BModel Size Category=7B2024.0975.6
Ferret-V2-13BModel Size Category=Larger (>13B)2024.0974.9
MM1.5-7BModel Size Category=7B2024.0972.6
MM1.5-3B-MoEModel Size Category=3B, Architecture=MoE2024.0972.2
MM1.5-1B-MoEModel Size Category=1B, Architecture=MoE2024.0969.6
MM1.5-3BModel Size Category=3B2024.0969.5
MM1.5-1BModel Size Category=1B2024.0967.4
Ferret-13BModel Size Category=Larger (>13B)2024.0966.3
Ferret-7BModel Size Category=7B2024.0964.5
MM1-30BModel Size Category=Larger (>13B)2024.0950.9
MM1-7BModel Size Category=7B2024.0948.5
SPHINX-TinyModel Size Category=1B2024.0947.3
MM1-3BModel Size Category=3B2024.0946.3
LLaVA-OneVision-7BModel Size Category=7B2024.0938.4
InternVL2Model Size Category=3B2024.0935
Phi-3-Vision-4BModel Size Category=3B2024.0932.2
MiniCPM-v2-3BModel Size Category=3B2024.0922.1