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Text-to-Image Retrieval on VisualNews (VN) (test)

43.5Recall@5

ELVA-7B (Ours)

Updated 1mo ago

Evaluation Results

Method	Links
ELVA-7B (Ours) 2026.06		43.5
CLIP-L 2026.06		43.3
UniIR-CLIP_SF 2026.06		42.6
Vision-R1-7B 2026.06		41.9
LamRA-Ret-7B 2026.06		41.6
MM-Embed-7B 2026.06		41
VLM-R1-7B 2026.06		40.5
Qwen2.5-VL-7B 2026.06		40.2
PUMA-3B 2026.06		35.7
ELVA-2B (Ours) 2026.06		35.6
LamRA-Ret-2B 2026.06		30.8
SigLIP 2026.06		30.1
UniIR-BLIP_FF 2026.06		23.4
BLIP2 2026.06		16.7
BLIP 2026.06		16.4
Qwen2-VL-7B 2026.06		9.3