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Benchmarks
Local Image Retrieval (Text-to-Image) on SORCE-1K
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71.7
Recall@1
ObjEmbed-4B
22.924
35.587
48.25
60.913
Feb 2, 2026
Recall@1
Updated 5mo ago
Evaluation Results
Method
Method
Links
Recall@1
ObjEmbed-4B
Model Parameters=4B
2026.02
71.7
ObjEmbed-2B
Model Parameters=2B
2026.02
67.3
Qwen3-VL-Embedding-8B
Model Parameters=8B
2026.02
49.1
QQMM-embed-v2-7B
Model Parameters=v2-7B
2026.02
47.7
FG-CLIP2
Backbone=ViT-So/16
2026.02
46.9
Qwen3-VL-Embedding-2B
Model Parameters=2B
2026.02
45.4
UME-R1-7B
Model Parameters=7B
2026.02
41.3
MetaCLIP2
Backbone=ViT-H/14
2026.02
37.5
UME-R1-2B
Model Parameters=2B
2026.02
36.1
RzenEmbed-7B
Model Parameters=7B
2026.02
36
SigLIP2
Backbone=ViT-So/16
2026.02
34.2
CLIP
Backbone=ViT-L/14
2026.02
32.6
GME-7B
Model Parameters=7B
2026.02
30.6
FG-CLIP2
Backbone=ViT-So/16, Ev...
2026.02
28.4
GME-2B
Model Parameters=2B
2026.02
28.3
VLM2Vec-2B
Model Parameters=2B
2026.02
26.3
VLM2Vec-V2-2B
Model Parameters=V2-2B
2026.02
24.8
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