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ResearchFormerly WizWand

Composed Image Retrieval on FashionIQ 1.0 (test)

45.7R@10IP-CIR
21.98828.14434.340.456Dec 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
IP-CIRBackbone=CLIP-G, # Params=43.8B+, Zero-shot evaluation=true2024.1245.7
MagicLens-L*Backbone=CoCa-L, # Params=613M, Zero-shot evaluation=true2024.1238
CompoDiffBackbone=CLIP-L, # Params=568M, Zero-shot evaluation=true2024.1236
MMRet-MLLMBackbone=LLaVA-1.6, # Params=7.57B, Zero-shot evaluation=true2024.1235.6
PLIBackbone=CLIP-L, # Params=428M, Zero-shot evaluation=true2024.1235.4
MagicLens-B*Backbone=CoCa-B, # Params=267M, Zero-shot evaluation=true2024.1235.2
MMRet-LargeBackbone=CLIP-L, # Params=428M, Zero-shot evaluation=true2024.1234.6
LDREBackbone=CLIP-G, # Params=10.3B+, Zero-shot evaluation=true2024.1232.5
CIREVLBackbone=CLIP-G, # Params=14.6B+, Zero-shot evaluation=true2024.1232.2
MMRet-BaseBackbone=CLIP-B, # Params=149M, Zero-shot evaluation=true2024.1231.9
E5-VBackbone=LLaVA-1.6, # Params=8.35B, Zero-shot evaluation=true2024.1231.8
MagicLens-LBackbone=CLIP-L, # Params=465M, Zero-shot evaluation=true2024.1230.7
CIREVLBackbone=CLIP-L, # Params=12.5B+, Zero-shot evaluation=true2024.1228.6
LDREBackbone=CLIP-L, # Params=8.2B+, Zero-shot evaluation=true2024.1228.5
CIREVLBackbone=CLIP-B, # Params=12.3B+, Zero-shot evaluation=true2024.1228.3
MagicLens-BBackbone=CLIP-B, # Params=166M, Zero-shot evaluation=true2024.1226.3
SEARLEBackbone=CLIP-L, # Params=442M, Zero-shot evaluation=true2024.1225.6
LDREBackbone=CLIP-B, # Params=7.9B+, Zero-shot evaluation=true2024.1224.8
Pic2WordBackbone=CLIP-L, # Params=429M, Zero-shot evaluation=true2024.1224.7
SEARLEBackbone=CLIP-B, # Params=165M, Zero-shot evaluation=true2024.1222.9