Local Image Retrieval (Image-to-Image) on ILIAS
0.853mAP@50ObjEmbed-4B
Evaluation Results
| Method | Links | |
|---|---|---|
| ObjEmbed-4BModel Parameters=4B2026.02 | 0.853 | |
| ObjEmbed-2BModel Parameters=2B2026.02 | 0.84 | |
| FG-CLIP2Backbone=ViT-So/16, Evaluation Protocol=RoIAlign2026.02 | 0.725 | |
| FG-CLIP2Backbone=ViT-So/162026.02 | 0.641 | |
| Qwen3-VL-Embedding-8BModel Parameters=8B2026.02 | 0.592 | |
| Qwen3-VL-Embedding-2BModel Parameters=2B2026.02 | 0.579 | |
| SigLIP2Backbone=ViT-So/162026.02 | 0.554 | |
| QQMM-embed-v2-7BModel Parameters=v2-7B2026.02 | 0.48 | |
| GME-2BModel Parameters=2B2026.02 | 0.449 | |
| MetaCLIP2Backbone=ViT-H/142026.02 | 0.426 | |
| RzenEmbed-7BModel Parameters=7B2026.02 | 0.42 | |
| UME-R1-7BModel Parameters=7B2026.02 | 0.417 | |
| GME-7BModel Parameters=7B2026.02 | 0.404 | |
| CLIPBackbone=ViT-L/142026.02 | 0.399 | |
| VLM2Vec-2BModel Parameters=2B2026.02 | 0.397 | |
| UME-R1-2BModel Parameters=2B2026.02 | 0.389 | |
| VLM2Vec-V2-2BModel Parameters=V2-2B2026.02 | 0.364 |