Xinyi

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
79.59
best: 88.9 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B2
60.52
best: 75.86 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B3
38.95
best: 58.99 (PaLI)
Image Captioningonnocaps near-domain
B4
20.72
best: 39.98 (PaLI)
Image Captioningonnocaps near-domain
CIDEr
79.44
best: 125.51 (GIT2, Single Model)
Image Captioningonnocaps near-domain
METEOR
25.64
best: 33.47 (PaLI)
Image Captioningonnocaps near-domain
ROUGE-L
53.18
best: 63.99 (PaLI)
Image Captioningonnocaps near-domain
SPICE
11.88
best: 16.11 (GIT2, Single Model)
Image Captioningonnocaps entire
B1
78.58
best: 88.1 (GIT, Single Model)
Image Captioningonnocaps entire
B2
59.05
best: 74.81 (GIT, Single Model)
Image Captioningonnocaps entire
B3
37.39
best: 57.68 (GIT, Single Model)
Image Captioningonnocaps entire
B4
19.43
best: 37.71 (CoCa - Google Brain)
Image Captioningonnocaps entire
CIDEr
78.23
best: 126.8 (Lyrics)
Image Captioningonnocaps entire
METEOR
25.12
best: 32.5 (GIT, Single Model)
Image Captioningonnocaps entire
ROUGE-L
52.35
best: 63.12 (GIT, Single Model)
Image Captioningonnocaps entire
SPICE
11.62
best: 15.94 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B1
72.53
best: 86.28 (PaLI)
Image Captioningonnocaps out-of-domain
B2
49.99
best: 71.28 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B3
27.18
best: 52.66 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B4
10.57
best: 32 (PaLI)
Image Captioningonnocaps out-of-domain
CIDEr
68.92
best: 126.67 (PaLI)
Image Captioningonnocaps out-of-domain
METEOR
21.57
best: 30.99 (PaLI)
Image Captioningonnocaps out-of-domain
ROUGE-L
47.23
best: 61.35 (PaLI)
Image Captioningonnocaps out-of-domain
SPICE
10.05
best: 15.7 (GIT, Single Model)
Image Captioningonnocaps in-domain
B1
81.61
best: 88.86 (GIT2, Single Model)
Image Captioningonnocaps in-domain
B2
63.74
best: 76.1 (GIT, Single Model)
Image Captioningonnocaps in-domain
B3
43.22
best: 60.53 (GIT, Single Model)
Image Captioningonnocaps in-domain
B4
24.82
best: 41.65 (GIT, Single Model)
Image Captioningonnocaps in-domain
CIDEr
84.79
best: 149.1 (PaLI)
Image Captioningonnocaps in-domain
METEOR
27.27
best: 34.22 (PaLI)
Image Captioningonnocaps in-domain
ROUGE-L
55.03
best: 64.39 (PaLI)
Image Captioningonnocaps in-domain
SPICE
12.3
best: 16.36 (GIT2, Single Model)