Yu-Wu

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
68.86
best: 88.9 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B2
48.7
best: 75.86 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B3
26.85
best: 58.99 (PaLI)
Image Captioningonnocaps near-domain
B4
12.6
best: 39.98 (PaLI)
Image Captioningonnocaps near-domain
CIDEr
46.64
best: 125.51 (GIT2, Single Model)
Image Captioningonnocaps near-domain
METEOR
20.18
best: 33.47 (PaLI)
Image Captioningonnocaps near-domain
ROUGE-L
47.13
best: 63.99 (PaLI)
Image Captioningonnocaps near-domain
SPICE
8.37
best: 16.11 (GIT2, Single Model)
Image Captioningonnocaps entire
B1
67.85
best: 88.1 (GIT, Single Model)
Image Captioningonnocaps entire
B2
47.37
best: 74.81 (GIT, Single Model)
Image Captioningonnocaps entire
B3
25.76
best: 57.68 (GIT, Single Model)
Image Captioningonnocaps entire
B4
11.96
best: 37.71 (CoCa - Google Brain)
Image Captioningonnocaps entire
CIDEr
46.18
best: 126.8 (Lyrics)
Image Captioningonnocaps entire
METEOR
19.84
best: 32.5 (GIT, Single Model)
Image Captioningonnocaps entire
ROUGE-L
46.61
best: 63.12 (GIT, Single Model)
Image Captioningonnocaps entire
SPICE
8.35
best: 15.94 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B1
60.95
best: 86.28 (PaLI)
Image Captioningonnocaps out-of-domain
B2
38.3
best: 71.28 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B3
17.19
best: 52.66 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B4
6.11
best: 32 (PaLI)
Image Captioningonnocaps out-of-domain
CIDEr
39.39
best: 126.67 (PaLI)
Image Captioningonnocaps out-of-domain
METEOR
16.97
best: 30.99 (PaLI)
Image Captioningonnocaps out-of-domain
ROUGE-L
42.46
best: 61.35 (PaLI)
Image Captioningonnocaps out-of-domain
SPICE
7.62
best: 15.7 (GIT, Single Model)
Image Captioningonnocaps in-domain
B1
72.05
best: 88.86 (GIT2, Single Model)
Image Captioningonnocaps in-domain
B2
52.89
best: 76.1 (GIT, Single Model)
Image Captioningonnocaps in-domain
B3
31.92
best: 60.53 (GIT, Single Model)
Image Captioningonnocaps in-domain
B4
16.71
best: 41.65 (GIT, Single Model)
Image Captioningonnocaps in-domain
CIDEr
53.34
best: 149.1 (PaLI)
Image Captioningonnocaps in-domain
METEOR
22.04
best: 34.22 (PaLI)
Image Captioningonnocaps in-domain
ROUGE-L
49.64
best: 64.39 (PaLI)
Image Captioningonnocaps in-domain
SPICE
9.16
best: 16.36 (GIT2, Single Model)