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Pet

Benchmarks

Task NameDataset NameSOTA ResultTrend
PET/CT Report Impression GenerationPET F2I 41K
BLEU-40.7075
27
Multimodal RecommendationPet
Recall@1012.1
21
Interactive Organ SegmentationPET Invisible Organs (train)
DSC (Aorta)84.63
18
Image ClassificationPet-37 (test)
NLL (N=370)0.32
16
Image ClassificationPET
Accuracy93.4
14
Sequential RecommendationPet
Recall@50.047
12
Top-K RecommendationPet (leave-one-out split)
Recall@106.96
11
Object RecognitionPet37
MiniGPT-459.53
10
Image ClassificationPet
Accuracy92.77
9
RecommendationPet
Recall@1011.87
8
Image DenoisingPET 1/24 Low-dose (test)
PSNR30.256
6
Image DenoisingPET 1/10 Low-dose (test)
PSNR31.321
6
Image DenoisingPET 1/4 Low-dose (test)
PSNR33.671
6
PET SynthesisPET (test)
PSNR37.31
6
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