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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
UCF101
Original
mAP
70.6
30
26d ago
Caltech
PCA←
mAP
93
30
26d ago
SUN397
Original
mAP
50.1
30
26d ago
Food101
Original
mAP
71
30
26d ago
EuroSAT
PCA←
mAP
62.8
30
26d ago
DTD
Original
mAP
44.9
30
26d ago
Aircraft
PCA←
mAP
46.3
30
26d ago
Flowers
Original
mAP
99.4
30
26d ago
Pets
Original
mAP
82.3
30
26d ago
Cars
PCA←
mAP
80.2
30
26d ago
CUB
IsoCLIP
mAP
53
15
26d ago
ImageNet
Original
mAP
57.6
15
1mo ago
FashionX (test)
OmniFashion
Accuracy
89.4
10
1mo ago
Crisscrossed Captions (CxC)
MURAL-LARGE
R@1
50.3
10
1mo ago
NIGHTS
CLIP-SF
Recall@5
33.4
8
1mo 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
26d ago
iNaturalist mini 2021 (train)
IsoCLIP
Accuracy
13.07
6
26d ago
Places365 (val)
IsoCLIP
Accuracy
17.78
6
26d ago
DHARANI Complete Region 1.0 (val)
CytoCLIP (BiomedCLIP)
Recall@1
4.8
6
1mo ago
DHARANI High Res. Tiles 1.0 (val)
CytoCLIP (BiomedCLIP)
Recall@1
4.4
5
1mo ago
NIGHTS M-BEIR (test)
UniIR-BLIPFF
Recall@5
33
4
1mo ago
CLIP Evaluation Suite OxfordPets, Flowers102, FGVCAircraft, DTD, EuroSAT, StanfordCars, SUN397, Caltech101, UCF101 (test)
SeMoBridge-T
OxfordPets Accuracy
36.96
2
8d ago
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