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ResearchFormerly WizWand

Multimodal Retrieval on Sports MAG benchmark

72.6R@1GOMA
-1.2417.9337.156.27May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GOMAMethod Category=Our Method, Feature Backbone=Qwen2-VL2026.0572.698.699.8
DGFMethod Category=Multimodal Graph Retrieval & Recent MAG Models, Feature Backbone=Qwen2-VL2026.0566.888.792.8
DMGCMethod Category=Multimodal Graph Retrieval & Recent MAG Models, Feature Backbone=Qwen2-VL2026.0547.962.467.8
LGMRecMethod Category=Multimodal Graph Retrieval & Recent MAG Models, Feature Backbone=Qwen2-VL2026.0523.756.671.7
LinearMethod Category=Direct Retrieval Baselines, Feature Backbone=Qwen2-VL2026.051943.654.8
CLIP-RefineMethod Category=Pairwise Image-Text Retrieval Baselines, Feature Backbone=Qwen2-VL2026.051944.857.2
SmartCLIPMethod Category=Pairwise Image-Text Retrieval Baselines, Feature Backbone=Qwen2-VL2026.0518.944.856.8
MMGCNMethod Category=Multimodal Graph Retrieval & Recent MAG Models, Feature Backbone=Qwen2-VL2026.0516.947.864.9
MGATMethod Category=Multimodal Graph Retrieval & Recent MAG Models, Feature Backbone=Qwen2-VL2026.059.731.446.5
GSMNMethod Category=Multimodal Graph Retrieval & Recent MAG Models, Feature Backbone=Qwen2-VL2026.057.924.836
D2S-VSEMethod Category=Pairwise Image-Text Retrieval Baselines, Feature Backbone=Qwen2-VL2026.05719.426.6
VSE++Method Category=Pairwise Image-Text Retrieval Baselines, Feature Backbone=Qwen2-VL2026.054.813.418.8
RawMethod Category=Direct Retrieval Baselines, Feature Backbone=Qwen2-VL2026.051.64.66.8