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nocaps

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image CaptioningNoCaps
CIDEr127
101
Image Captioningnocaps (val)
CIDEr (Overall)126.9
93
Image CaptioningNoCaps (test)
CIDEr (overall)126.4
61
Image CaptioningNoCaps
CIDEr (in-domain)111.3
36
Image CaptioningNoCaps 1.0 (val)
Overall Score127
29
Caption Matching and RetrievalNoCaps (val)
Matching Accuracy99.5
26
Image Captioningnocaps standard (test)
CIDEr124.8
26
Text-to-image retrievalNoCaps
Recall@176.2
17
Image-to-text retrievalNoCaps
R@190.9
17
Out-of-domain Image CaptioningNoCaps
CIDEr1.055
16
Novel Object CaptioningNoCaps (val)
CIDEr (In-Domain)85.4
16
Image CaptioningNocaps
CIDEr83.7
15
Image CaptioningNocaps
Primary Score109.37
14
Image CaptioningNoCaps 4,500 (test)
CIDEr122.1
12
Image Captioningnocaps XD (val)
CIDEr106.8
8
Image CaptioningNoCaps 1.0 (test)
CIDEr97.1
7
Super-ResolutionNocaps 16x (test)
LR PSNR (dB)78.42
6
Super-ResolutionNocaps 8x (test)
PSNR (dB)72.94
6
Image ReconstructionNOCAPS (val)
LPIPS0.205
5
Image Retrievalnocaps out (val)
P@188.7
5
Image Retrievalnocaps near (val)
P@189.1
5
Image Captioningnocaps XD (test)
CIDEr102.4
5
Image CaptioningNoCaps
CIDEr-D (In)42.1
4
Image CaptioningNoCaps zero-shot
CIDEr119
4
Image CaptioningNoCaps Zero-shot (val)
CIDEr (in-domain)114.67
2
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