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SOTA Image-to-Image Retrieval benchmarks and papers with code | Wizwand
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Image-to-Image Retrieval
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Food101
Original
mAP
71
55
15d ago
UCF101
Original
mAP
70.6
30
2mo ago
Caltech
PCA←
mAP
93
30
2mo ago
SUN397
Original
mAP
50.1
30
2mo ago
EuroSAT
PCA←
mAP
62.8
30
2mo ago
DTD
Original
mAP
44.9
30
2mo ago
Aircraft
PCA←
mAP
46.3
30
2mo ago
Flowers
Original
mAP
99.4
30
2mo ago
Pets
Original
mAP
82.3
30
2mo ago
Cars
PCA←
mAP
80.2
30
2mo ago
CUB 200 2011
OpenCLIP-ViT
R@1
59.5
15
19d ago
CUB
IsoCLIP
mAP
53
15
2mo ago
ImageNet
Original
mAP
57.6
15
7d ago
FashionX (test)
OmniFashion
Accuracy
89.4
10
3mo ago
Crisscrossed Captions (CxC)
MURAL-LARGE
R@1
50.3
10
3mo ago
NIGHTS
CLIP-SF
Recall@5
33.4
8
3mo ago
13-Dataset Retrieval Suite (Caltech, CUB, ROxford, RParis, Cars, Pets, Flowers, Aircraft, DTD, EuroSAT, Food101, SUN397, UCF101) (test)
IsoCLIP
Caltech Retrieval Score
93.1
7
2mo ago
iNaturalist mini 2021 (train)
IsoCLIP
Accuracy
13.07
6
2mo ago
Places365 (val)
IsoCLIP
Accuracy
17.78
6
2mo ago
DHARANI Complete Region 1.0 (val)
CytoCLIP (BiomedCLIP)
Recall@1
4.8
6
3mo ago
DHARANI High Res. Tiles 1.0 (val)
CytoCLIP (BiomedCLIP)
Recall@1
4.4
5
3mo ago
GUIEC
Gemini Embedding 2
Recall@1
79.4
4
7d ago
NIGHTS M-BEIR (test)
UniIR-BLIPFF
Recall@5
33
4
3mo ago
MULTISEISMO N=7887 (full)
ImageBind
MRR
1.73
3
7d ago
Amazon Clothing, Shoes and Jewelry Heavy Noise
TGQ-Former
H@10
44.91
2
15d ago
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