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RSITMD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Text-to-Image RetrievalRSITMD (test)
R@125.04
77
Image-to-Text RetrievalRSITMD (test)
R@132.3
77
Image RetrievalRSITMD
R@112.58
30
Sentence RetrievalRSITMD
R@114.94
30
Cross-modal RetrievalRSITMD (test)
R@1 (Image-to-Text)32.74
28
Text-to-Image RetrievalRSITMD
mR1
24
Image-to-text RetrievalRSITMD
Rank1
24
Image CaptioningRSITMD
BLEU-452.5
21
Remote Sensing Image-Text RetrievalRSITMD (test)
Text Retrieval R@127.88
14
Text-to-Image RetrievalRSITMD 80% noise ratio
R@113.72
11
Image-to-Text RetrievalRSITMD 80% noise ratio
R@116.9
11
Text-to-Image RetrievalRSITMD 60% noise ratio
Recall@117.72
11
Image-to-Text RetrievalRSITMD 60% noise ratio
R@122.03
11
Text-to-Image RetrievalRSITMD 40% noise ratio
Recall@1 (R@1)19.27
11
Image-to-Text RetrievalRSITMD 40% noise ratio
R@123.23
11
Text-to-Image RetrievalRSITMD 20% noise ratio
Recall@120.19
11
Image-to-Text RetrievalRSITMD 20% noise ratio
R@124.6
11
Image-text retrievalRSITMD
R@1 (I2T)28.76
11
Image captioningRSITMD Captions (test)
ROUGE-126.74
4
Image captioningRSITMD Captions
ROUGE-1-
0
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