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图像检索
图像检索是一项基础且持久的计算机视觉任务,旨在从大型数据库中查找与给定查询图像相似的图像。该任务通常被视为细粒度、实例级别的分类形式,通过利用视觉相似性及其他标准,图像检索能够高效地发现相关图像,在搜索和推荐等应用中发挥关键作用。
ROxford (Hard)
SuperGlobal
ROxford (Medium)
RParis (Hard)
Hypergraph propagation
RParis (Medium)
CREPE (Compositional REPresentation Evaluation)
ViT-L-14 (LAION400M)
Fashion IQ
Flickr30K 1K test
X-VLM (base)
CIRR
SPN4CIR
SOP
Unicom+ViT-L@336px
Oxf5k
Flickr30k-CN
iNaturalist
Smooth-AP
Oxf105k
MUGE Retrieval
Flickr30k
BLIP-2 ViT-L (zero-shot, 1K test set)
COCO-CN
CUB-200-2011
CGD (MG/SG)
CARS196
CGD (MG/SG)
Par106k
Par6k
Offline Diffusion
In-Shop
CGD (SG/GS)
MS COCO
Oscar
AmsterTime
AP-GeM (ResNet-101)
ConQA Descriptive
ConQA Conceptual
CLIP
PhotoChat
DeepPatent
SwinV2
Google Landmarks Dataset v2 (retrieval, testing)
AMES
DeepFashion - Consumer-to-shop
CTL Model (ResNet50-IBN-A, 320x320)
Google Landmarks Dataset v2 (retrieval, validation)
UNICOM-ViT-L-14-512px
Exact Street2Shop
RST Model (ResNet50-IBN-A, 320x320)
LaSCo
CASE
MSCOCO
HADA
24/7 Tokyo
HED-N-GAN
Paris6k
IME layer
WIT
WIT-ALL
street2shop - topwear
Ranknet
Oxford5k
GNN-Reranking
AIC-ICC
ERNIE-ViL2.0
CBVS
UniCLP
INRIA Holidays
MultiGrain R50 @ 800
FooDI-ML (Spain)
CIFAR-10
Custom: 3 conv + 2 fcn
COFAR
KRAMT
RUC-CAS-WenLan
CMCL
DeepFashion
RCCapsNet
FETA Car-Manuals
ROxford Medium without fine-tuning
HesAff–rSIFT–VLAD
FooDI-ML (Global)
ADAPT-I2T
NUS-WIDE
DTQ
PKU SketchRe-ID Dataset
IHDA
PKU-Reid
IHDA
ICFG-PEDES
SSAN
ImageCoDe
ContextualCLIP
INSTRE
Localized Narratives
OPT