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UCM

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationUCM (test)
Overall Accuracy98.68
87
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
Text-to-Image RetrievalUCM (val)
Recall@566.6
23
Image-to-Text RetrievalUCM (val)
R@563.5
23
Text-to-image retrievalUCM
R@117.1
22
Image-to-text retrievalUCM
Recall@121.1
22
Image captioningUCM Captions
BLEU-479.92
19
Image ClassificationUCM
Accuracy98.2
14
Remote Sensing Image CaptioningUCM (test)
ReconScore83.72
13
Cross-modal RetrievalUCM (test)
R@1 (I2T)28.57
12
Text-to-image RetrievalUCM caption
R@1/5/1075.33
11
Image Captioning Metric EvaluationUCM-preference (test)
Kendall's Tau_b28.75
10
Image CaptioningUCM-Captions
GEval Score50
10
Remote Sensing Image CaptioningUCM
BLEU-10.8805
9
Image-text retrievalUCM
I2T R@120.48
9
Remote Sensing Image CaptioningUCM refined (test)
BLEU-10.8978
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
Showing 25 of 29 rows