icgp2ssi1_coco_si_0.02_5_test

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
79.61
best: 88.9 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B2
63.01
best: 75.86 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B3
43.59
best: 58.99 (PaLI)
Image Captioningonnocaps near-domain
B4
25.85
best: 39.98 (PaLI)
Image Captioningonnocaps near-domain
CIDEr
87.41
best: 125.51 (GIT2, Single Model)
Image Captioningonnocaps near-domain
METEOR
26.63
best: 33.47 (PaLI)
Image Captioningonnocaps near-domain
ROUGE-L
55.63
best: 63.99 (PaLI)
Image Captioningonnocaps near-domain
SPICE
12.11
best: 16.11 (GIT2, Single Model)
Image Captioningonnocaps entire
B1
79
best: 88.1 (GIT, Single Model)
Image Captioningonnocaps entire
B2
61.95
best: 74.81 (GIT, Single Model)
Image Captioningonnocaps entire
B3
42.36
best: 57.68 (GIT, Single Model)
Image Captioningonnocaps entire
B4
24.62
best: 37.71 (CoCa - Google Brain)
Image Captioningonnocaps entire
CIDEr
87.34
best: 126.8 (Lyrics)
Image Captioningonnocaps entire
METEOR
26.29
best: 32.5 (GIT, Single Model)
Image Captioningonnocaps entire
ROUGE-L
55.03
best: 63.12 (GIT, Single Model)
Image Captioningonnocaps entire
SPICE
12.01
best: 15.94 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B1
75.71
best: 86.28 (PaLI)
Image Captioningonnocaps out-of-domain
B2
56.39
best: 71.28 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B3
35.94
best: 52.66 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B4
17.96
best: 32 (PaLI)
Image Captioningonnocaps out-of-domain
CIDEr
87.15
best: 126.67 (PaLI)
Image Captioningonnocaps out-of-domain
METEOR
24.01
best: 30.99 (PaLI)
Image Captioningonnocaps out-of-domain
ROUGE-L
51.75
best: 61.35 (PaLI)
Image Captioningonnocaps out-of-domain
SPICE
11.43
best: 15.7 (GIT, Single Model)
Image Captioningonnocaps in-domain
B1
80.26
best: 88.86 (GIT2, Single Model)
Image Captioningonnocaps in-domain
B2
63.94
best: 76.1 (GIT, Single Model)
Image Captioningonnocaps in-domain
B3
44.65
best: 60.53 (GIT, Single Model)
Image Captioningonnocaps in-domain
B4
27.23
best: 41.65 (GIT, Single Model)
Image Captioningonnocaps in-domain
CIDEr
87.21
best: 149.1 (PaLI)
Image Captioningonnocaps in-domain
METEOR
27.7
best: 34.22 (PaLI)
Image Captioningonnocaps in-domain
ROUGE-L
56.4
best: 64.39 (PaLI)
Image Captioningonnocaps in-domain
SPICE
12.28
best: 16.36 (GIT2, Single Model)