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UCM

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationUCM (test)
Overall Accuracy97.49
80
Few-Shot ClassificationUCM
Accuracy89.85
54
Scene ClassificationUCM 1.0 (50% train ratio)
Accuracy99.81
43
Scene ClassificationUCM 1.0 (train)
Accuracy99.88
31
Scene ClassificationUCM
Top-1 Accuracy98.81
28
Image-to-Text RetrievalUCM (test)
Recall@119.33
27
Text-to-Image RetrievalUCM (test)
R@122.71
27
Image captioningUCM Captions
BLEU-479.92
19
Image ClassificationUCM
Accuracy98.2
14
Cross-modal RetrievalUCM (test)
R@1 (I2T)28.57
12
Text-to-image RetrievalUCM caption
R@1/5/1075.33
11
Image-text retrievalUCM
I2T R@120.48
9
Text-to-Image RetrievalUCM (val)
Recall@543.5
8
Image-to-Text RetrievalUCM (val)
R@545.7
8
Text-to-image retrievalUCM
R@111.1
8
Image-to-text retrievalUCM
Recall@111.6
8
ClassificationUCM-CLS (test)
Top-1 Accuracy66.7
8
Scene ClassificationUCM (test)
Top-1 Acc98.57
7
Image-to-text RetrievalUCM caption
Avg Recall (R@1/5/10)52.86
6
Image CaptioningUCM
BLEU-10.918
6
Dataset DistillationUCM
Training Time (h)13.75
5
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