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nocaps

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image Captioningnocaps (val)
CIDEr (Overall)126.9
115
Image CaptioningNoCaps
CIDEr127
101
Image CaptioningNoCaps (test)
CIDEr (overall)126.4
61
Image CaptioningNoCaps
CIDEr (in-domain)111.3
36
Image CaptioningNoCaps 1.0 (val)
Overall Score127
32
Caption Matching and RetrievalNoCaps (val)
Matching Accuracy99.5
26
Image Captioningnocaps standard (test)
CIDEr124.8
26
Scene captioningnocaps RGBP seen scenes (val)
CIDEr102.67
22
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
Text-to-text retrievalnocaps
mAP43.7
12
Image CaptioningNoCaps 4,500 (test)
CIDEr122.1
12
Image CaptioningNoCaps
BLEU-447.7
9
Image Captioningnocaps XD (val)
CIDEr106.8
8
Image CaptioningNoCaps 1.0 (test)
CIDEr97.1
7
Text-image retrievalNoCaps
NDCG@1085.84
6
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
Showing 25 of 32 rows