CS395T

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
70.05
best: 88.9 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B2
48.92
best: 75.86 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B3
26.19
best: 58.99 (PaLI)
Image Captioningonnocaps near-domain
B4
12.11
best: 39.98 (PaLI)
Image Captioningonnocaps near-domain
CIDEr
40.45
best: 125.51 (GIT2, Single Model)
Image Captioningonnocaps near-domain
METEOR
20.05
best: 33.47 (PaLI)
Image Captioningonnocaps near-domain
ROUGE-L
47.04
best: 63.99 (PaLI)
Image Captioningonnocaps near-domain
SPICE
8.28
best: 16.11 (GIT2, Single Model)
Image Captioningonnocaps entire
B1
69.07
best: 88.1 (GIT, Single Model)
Image Captioningonnocaps entire
B2
47.65
best: 74.81 (GIT, Single Model)
Image Captioningonnocaps entire
B3
25.5
best: 57.68 (GIT, Single Model)
Image Captioningonnocaps entire
B4
11.72
best: 37.71 (CoCa - Google Brain)
Image Captioningonnocaps entire
CIDEr
39.33
best: 126.8 (Lyrics)
Image Captioningonnocaps entire
METEOR
19.61
best: 32.5 (GIT, Single Model)
Image Captioningonnocaps entire
ROUGE-L
46.58
best: 63.12 (GIT, Single Model)
Image Captioningonnocaps entire
SPICE
8.2
best: 15.94 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B1
63
best: 86.28 (PaLI)
Image Captioningonnocaps out-of-domain
B2
39.71
best: 71.28 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B3
19.99
best: 52.66 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B4
8.2
best: 32 (PaLI)
Image Captioningonnocaps out-of-domain
CIDEr
21.3
best: 126.67 (PaLI)
Image Captioningonnocaps out-of-domain
METEOR
16.19
best: 30.99 (PaLI)
Image Captioningonnocaps out-of-domain
ROUGE-L
43.02
best: 61.35 (PaLI)
Image Captioningonnocaps out-of-domain
SPICE
7.2
best: 15.7 (GIT, Single Model)
Image Captioningonnocaps in-domain
B1
72.24
best: 88.86 (GIT2, Single Model)
Image Captioningonnocaps in-domain
B2
51.88
best: 76.1 (GIT, Single Model)
Image Captioningonnocaps in-domain
B3
29.57
best: 60.53 (GIT, Single Model)
Image Captioningonnocaps in-domain
B4
14.54
best: 41.65 (GIT, Single Model)
Image Captioningonnocaps in-domain
CIDEr
58.93
best: 149.1 (PaLI)
Image Captioningonnocaps in-domain
METEOR
22.04
best: 34.22 (PaLI)
Image Captioningonnocaps in-domain
ROUGE-L
49.05
best: 64.39 (PaLI)
Image Captioningonnocaps in-domain
SPICE
8.91
best: 16.36 (GIT2, Single Model)