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ResearchFormerly WizWand

Local Image Retrieval (Image-to-Image) on ILIAS

0.853mAP@50ObjEmbed-4B
0.344440.476470.60850.74053Feb 2, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ObjEmbed-4BModel Parameters=4B2026.020.853
ObjEmbed-2BModel Parameters=2B2026.020.84
FG-CLIP2Backbone=ViT-So/16, Evaluation Protocol=RoIAlign2026.020.725
FG-CLIP2Backbone=ViT-So/162026.020.641
Qwen3-VL-Embedding-8BModel Parameters=8B2026.020.592
Qwen3-VL-Embedding-2BModel Parameters=2B2026.020.579
SigLIP2Backbone=ViT-So/162026.020.554
QQMM-embed-v2-7BModel Parameters=v2-7B2026.020.48
GME-2BModel Parameters=2B2026.020.449
MetaCLIP2Backbone=ViT-H/142026.020.426
RzenEmbed-7BModel Parameters=7B2026.020.42
UME-R1-7BModel Parameters=7B2026.020.417
GME-7BModel Parameters=7B2026.020.404
CLIPBackbone=ViT-L/142026.020.399
VLM2Vec-2BModel Parameters=2B2026.020.397
UME-R1-2BModel Parameters=2B2026.020.389
VLM2Vec-V2-2BModel Parameters=V2-2B2026.020.364