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RSICD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image-text retrievalRSICD
Mean Recall40.72
119
Text RetrievalRSICD (test)
R@122.14
51
Text-to-Image RetrievalRSICD (test)
R@115.59
50
Image-Text RetrievalRSICD (test)
mR10.43
43
Image CaptioningRSICD
BLEU-460
37
Cross-modal RetrievalRSICD (test)
Image-to-Text R@121.13
32
Image-to-Text RetrievalRSICD (val)
R@534.3
31
Image RetrievalRSICD
R@19.76
30
Sentence RetrievalRSICD
R@112.56
30
Image RetrievalRSICD (test)
R@111.63
30
Image-to-Text RetrievalRSICD (test)
R@115.65
29
Text-to-image retrievalRSICD
R@18.1
22
Image-to-text retrievalRSICD
Recall@113.3
22
Text-to-image RetrievalRSICD (val)
R@532
15
Remote Sensing Image-Text RetrievalRSICD (test)
Text Retrieval R@118.3
14
Text-to-Image GenerationRSICD
FID22.11
13
AI-generated image detectionRSICD (test)
F1 Score (Fake Class)99.95
12
Satellite image generationRSICD
FID31.76
12
Image ClassificationRSICD CLS
Accuracy0.874
11
Remote Sensing Image CaptioningRSICD (test)
BLEU-167.96
9
Remote Sensing Image CaptioningRSICD refined (test)
BLEU-10.663
8
Base-to-new generalizationRSICD
Base Score96.4
8
Single-source domain generalizationRSICD v2
Accuracy85.91
8
Cross-dataset GeneralizationRSICD (source)
Accuracy61.66
8
ClassificationRSICD-CLS (test)
Top-1 Acc66.9
8
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