Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Local Image Retrieval (Text-to-Image) on ILIAS
Loading...
77.6
mAP@50
ObjEmbed-4B
27.888
40.794
53.7
66.606
Feb 2, 2026
mAP@50
Updated 5mo ago
Evaluation Results
Method
Method
Links
mAP@50
ObjEmbed-4B
Model Parameters=4B
2026.02
77.6
ObjEmbed-2B
Model Parameters=2B
2026.02
76.5
FG-CLIP2
Backbone=ViT-So/16
2026.02
57.9
FG-CLIP2
Backbone=ViT-So/16, Ev...
2026.02
53.9
Qwen3-VL-Embedding-8B
Model Parameters=8B
2026.02
51.2
MetaCLIP2
Backbone=ViT-H/14
2026.02
49.6
Qwen3-VL-Embedding-2B
Model Parameters=2B
2026.02
47.3
SigLIP2
Backbone=ViT-So/16
2026.02
45.2
CLIP
Backbone=ViT-L/14
2026.02
44.2
QQMM-embed-v2-7B
Model Parameters=v2-7B
2026.02
44.1
RzenEmbed-7B
Model Parameters=7B
2026.02
39.2
UME-R1-7B
Model Parameters=7B
2026.02
37.6
GME-2B
Model Parameters=2B
2026.02
35.7
GME-7B
Model Parameters=7B
2026.02
33.5
VLM2Vec-V2-2B
Model Parameters=V2-2B
2026.02
32
UME-R1-2B
Model Parameters=2B
2026.02
31.6
VLM2Vec-2B
Model Parameters=2B
2026.02
29.8
Feedback
Search any
task
Search any
task