area_attention

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
73.19
best: 88.9 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B2
53.56
best: 75.86 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B3
32.94
best: 58.99 (PaLI)
Image Captioningonnocaps near-domain
B4
17.49
best: 39.98 (PaLI)
Image Captioningonnocaps near-domain
CIDEr
50.34
best: 125.51 (GIT2, Single Model)
Image Captioningonnocaps near-domain
METEOR
22.43
best: 33.47 (PaLI)
Image Captioningonnocaps near-domain
ROUGE-L
49.79
best: 63.99 (PaLI)
Image Captioningonnocaps near-domain
SPICE
9.7
best: 16.11 (GIT2, Single Model)
Image Captioningonnocaps entire
B1
72.02
best: 88.1 (GIT, Single Model)
Image Captioningonnocaps entire
B2
51.97
best: 74.81 (GIT, Single Model)
Image Captioningonnocaps entire
B3
31.62
best: 57.68 (GIT, Single Model)
Image Captioningonnocaps entire
B4
16.48
best: 37.71 (CoCa - Google Brain)
Image Captioningonnocaps entire
CIDEr
48.29
best: 126.8 (Lyrics)
Image Captioningonnocaps entire
METEOR
21.87
best: 32.5 (GIT, Single Model)
Image Captioningonnocaps entire
ROUGE-L
49.03
best: 63.12 (GIT, Single Model)
Image Captioningonnocaps entire
SPICE
9.56
best: 15.94 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B1
64.58
best: 86.28 (PaLI)
Image Captioningonnocaps out-of-domain
B2
41.56
best: 71.28 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B3
21.71
best: 52.66 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B4
8.72
best: 32 (PaLI)
Image Captioningonnocaps out-of-domain
CIDEr
26.55
best: 126.67 (PaLI)
Image Captioningonnocaps out-of-domain
METEOR
17.43
best: 30.99 (PaLI)
Image Captioningonnocaps out-of-domain
ROUGE-L
43.59
best: 61.35 (PaLI)
Image Captioningonnocaps out-of-domain
SPICE
7.72
best: 15.7 (GIT, Single Model)
Image Captioningonnocaps in-domain
B1
76.12
best: 88.86 (GIT2, Single Model)
Image Captioningonnocaps in-domain
B2
57.98
best: 76.1 (GIT, Single Model)
Image Captioningonnocaps in-domain
B3
38.44
best: 60.53 (GIT, Single Model)
Image Captioningonnocaps in-domain
B4
21.92
best: 41.65 (GIT, Single Model)
Image Captioningonnocaps in-domain
CIDEr
67.91
best: 149.1 (PaLI)
Image Captioningonnocaps in-domain
METEOR
25.07
best: 34.22 (PaLI)
Image Captioningonnocaps in-domain
ROUGE-L
52.53
best: 64.39 (PaLI)
Image Captioningonnocaps in-domain
SPICE
10.87
best: 16.36 (GIT2, Single Model)