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Composed Retrieval on Quilt-VQA Red

0.643R@1

HOMIE (Qwen3-VL-2B)

Updated 24d ago

Evaluation Results

Method	Links
HOMIE (Qwen3-VL-2B) 2025.02		0.643	0.897	0.929
HOMIE (Qwen3-VL-8B) 2025.02		0.575	0.893	0.929
LamRA-7B 2025.02		0.524	0.667	0.734
MUSK 2025.02		0.5	0.698	0.778
GME-7B 2025.02		0.488	0.611	0.671
MUSK 2025.02		0.373	0.623	0.714
Pathgen-CLIP-L 2025.02		0.369	0.492	0.532
Pathgen-CLIP 2025.02		0.353	0.5	0.563
Patho-CLIP-L 2025.02		0.353	0.587	0.663
PathCLIP 2025.02		0.337	0.464	0.508
PubmedCLIP 2025.02		0.302	0.452	0.508
QuiltNet 2025.02		0.282	0.369	0.413
PLIP 2025.02		0.266	0.425	0.46
Pathgen-CLIP-L 2025.02		0.266	0.456	0.536
Patho-CLIP-L 2025.02		0.25	0.488	0.591
Qwen2.5-VL-7B 2025.02		0.242	0.421	0.5
Lingshu-7B 2025.02		0.238	0.397	0.484
Pathgen-CLIP 2025.02		0.23	0.44	0.54
Patho-CLIP 2025.02		0.218	0.401	0.472
PathoR1-7B 2025.02		0.202	0.417	0.524
BiomedCLIP 2025.02		0.19	0.337	0.46
HuatuoGPT-V-7B 2025.02		0.19	0.341	0.409
CONCH 2025.02		0.183	0.425	0.583
Qwen3-VL-8B 2025.02		0.167	0.294	0.341
QuiltNet 2025.02		0.147	0.278	0.369
Patho-CLIP 2025.02		0.147	0.337	0.448
CONCH 2025.02		0.135	0.333	0.492
PathCLIP 2025.02		0.123	0.286	0.393
E5-V-7B 2025.02		0.091	0.155	0.206
PLIP 2025.02		0.083	0.242	0.353
BiomedCLIP 2025.02		0.079	0.218	0.361
PubmedCLIP 2025.02		0.036	0.155	0.278
Qwen3-VL-2B 2025.02		0.02	0.096	0.139