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Benchmarks
Local Image Retrieval (Text-to-Image) on REIRCOCO
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39.3
Recall@1
ObjEmbed-4B
15.068
21.359
27.65
33.941
Feb 2, 2026
Recall@1
Updated 5mo ago
Evaluation Results
Method
Method
Links
Recall@1
ObjEmbed-4B
Model Parameters=4B
2026.02
39.3
ObjEmbed-2B
Model Parameters=2B
2026.02
37.5
QQMM-embed-v2-7B
Model Parameters=v2-7B
2026.02
32.7
Qwen3-VL-Embedding-8B
Model Parameters=8B
2026.02
32.6
RzenEmbed-7B
Model Parameters=7B
2026.02
30.4
UME-R1-7B
Model Parameters=7B
2026.02
28.2
Qwen3-VL-Embedding-2B
Model Parameters=2B
2026.02
28
FG-CLIP2
Backbone=ViT-So/16
2026.02
27.3
GME-7B
Model Parameters=7B
2026.02
24.6
VLM2Vec-V2-2B
Model Parameters=V2-2B
2026.02
24.5
UME-R1-2B
Model Parameters=2B
2026.02
23.3
SigLIP2
Backbone=ViT-So/16
2026.02
22.9
VLM2Vec-2B
Model Parameters=2B
2026.02
20.1
GME-2B
Model Parameters=2B
2026.02
19.8
MetaCLIP2
Backbone=ViT-H/14
2026.02
19.2
CLIP
Backbone=ViT-L/14
2026.02
16
FG-CLIP2
Backbone=ViT-So/16, Ev...
2026.02
16
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