cxy_nocaps_training

Reported on 32 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing32 results

Image Captioningonnocaps near-domain
B1
79.69
best: 88.9 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B2
60.75
best: 75.86 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B3
39.06
best: 58.99 (PaLI)
Image Captioningonnocaps near-domain
B4
20.97
best: 39.98 (PaLI)
Image Captioningonnocaps near-domain
CIDEr
79.72
best: 125.51 (GIT2, Single Model)
Image Captioningonnocaps near-domain
METEOR
25.64
best: 33.47 (PaLI)
Image Captioningonnocaps near-domain
ROUGE-L
53.37
best: 63.99 (PaLI)
Image Captioningonnocaps near-domain
SPICE
11.81
best: 16.11 (GIT2, Single Model)
Image Captioningonnocaps entire
B1
78.75
best: 88.1 (GIT, Single Model)
Image Captioningonnocaps entire
B2
59.36
best: 74.81 (GIT, Single Model)
Image Captioningonnocaps entire
B3
37.56
best: 57.68 (GIT, Single Model)
Image Captioningonnocaps entire
B4
19.72
best: 37.71 (CoCa - Google Brain)
Image Captioningonnocaps entire
CIDEr
78.48
best: 126.8 (Lyrics)
Image Captioningonnocaps entire
METEOR
25.13
best: 32.5 (GIT, Single Model)
Image Captioningonnocaps entire
ROUGE-L
52.54
best: 63.12 (GIT, Single Model)
Image Captioningonnocaps entire
SPICE
11.57
best: 15.94 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B1
73.07
best: 86.28 (PaLI)
Image Captioningonnocaps out-of-domain
B2
50.81
best: 71.28 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B3
27.58
best: 52.66 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B4
10.98
best: 32 (PaLI)
Image Captioningonnocaps out-of-domain
CIDEr
68.5
best: 126.67 (PaLI)
Image Captioningonnocaps out-of-domain
METEOR
21.65
best: 30.99 (PaLI)
Image Captioningonnocaps out-of-domain
ROUGE-L
47.53
best: 61.35 (PaLI)
Image Captioningonnocaps out-of-domain
SPICE
10.01
best: 15.7 (GIT, Single Model)
Image Captioningonnocaps in-domain
B1
81.64
best: 88.86 (GIT2, Single Model)
Image Captioningonnocaps in-domain
B2
63.79
best: 76.1 (GIT, Single Model)
Image Captioningonnocaps in-domain
B3
43.43
best: 60.53 (GIT, Single Model)
Image Captioningonnocaps in-domain
B4
25.15
best: 41.65 (GIT, Single Model)
Image Captioningonnocaps in-domain
CIDEr
85.81
best: 149.1 (PaLI)
Image Captioningonnocaps in-domain
METEOR
27.25
best: 34.22 (PaLI)
Image Captioningonnocaps in-domain
ROUGE-L
55.06
best: 64.39 (PaLI)
Image Captioningonnocaps in-domain
SPICE
12.35
best: 16.36 (GIT2, Single Model)