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Open-domain multimodal component retrieval on MMCOQADoc

46.31R@1

FIF

Updated 3d ago

Evaluation Results

Method	Links
FIF 2026.02		46.31	58.4	69.47	75.17	74.88
IRCoT 2026.02		43.03	53.69	62.7	64.62	62.84
ColPali 2026.02		31.11	41.97	46.89	51.27	43.13
LILAC 2026.02		25.25	38.13	51.02	60.86	53.36
VisRAG 2026.02		19.57	27.53	33.59	37.31	30.01
NV-Embed-v2 2026.02		18.22	28.46	40.22	48.19	41.97