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Text-to-Text Retrieval on COCO-QLTI

83.4R@10Ours-stage3
33.06446.13259.272.268Jan 21, 2026

Evaluation results

MethodLinks
Ours-stage3training_stage=Stage 3, include_nlu=true2026.0183.4
Jina-CLIP-v22026.0182.8
Ours-stage3-w/o NLUtraining_stage=Stage 3, include_nlu=false2026.0180.3
M3-Emb2026.0179
Ours-stage1training_stage=Stage 1, objectives=T2I and T2T2026.0172.9
LaBSE2026.0135