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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 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
Image-to-Text RetrievalRSICD (val)
R@518.4
16
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
Base-to-new generalizationRSICD
Base Score96.4
8
Single-source domain generalizationRSICD v2
Accuracy85.91
8
Cross-dataset GeneralizationRSICD (source)
Accuracy61.66
8
Text-to-image retrievalRSICD
R@14.2
8
Image-to-text retrievalRSICD
Recall@14.2
8
ClassificationRSICD-CLS (test)
Top-1 Acc66.9
8
30-way classificationRSICD (test)
Mean Rank3.76
6
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