IEDA-LAB

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
84.04
best: 88.9 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B2
68.58
best: 75.86 (GIT2, Single Model)
Image Captioningonnocaps near-domain
B3
49.98
best: 58.99 (PaLI)
Image Captioningonnocaps near-domain
B4
30.78
best: 39.98 (PaLI)
Image Captioningonnocaps near-domain
CIDEr
100.15
best: 125.51 (GIT2, Single Model)
Image Captioningonnocaps near-domain
METEOR
29.53
best: 33.47 (PaLI)
Image Captioningonnocaps near-domain
ROUGE-L
59.23
best: 63.99 (PaLI)
Image Captioningonnocaps near-domain
SPICE
14.15
best: 16.11 (GIT2, Single Model)
Image Captioningonnocaps entire
B1
83.25
best: 88.1 (GIT, Single Model)
Image Captioningonnocaps entire
B2
67.3
best: 74.81 (GIT, Single Model)
Image Captioningonnocaps entire
B3
48.41
best: 57.68 (GIT, Single Model)
Image Captioningonnocaps entire
B4
29.27
best: 37.71 (CoCa - Google Brain)
Image Captioningonnocaps entire
CIDEr
98.08
best: 126.8 (Lyrics)
Image Captioningonnocaps entire
METEOR
28.92
best: 32.5 (GIT, Single Model)
Image Captioningonnocaps entire
ROUGE-L
58.56
best: 63.12 (GIT, Single Model)
Image Captioningonnocaps entire
SPICE
13.9
best: 15.94 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B1
79.52
best: 86.28 (PaLI)
Image Captioningonnocaps out-of-domain
B2
61.01
best: 71.28 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B3
40.14
best: 52.66 (GIT, Single Model)
Image Captioningonnocaps out-of-domain
B4
20.64
best: 32 (PaLI)
Image Captioningonnocaps out-of-domain
CIDEr
87.51
best: 126.67 (PaLI)
Image Captioningonnocaps out-of-domain
METEOR
25.55
best: 30.99 (PaLI)
Image Captioningonnocaps out-of-domain
ROUGE-L
55
best: 61.35 (PaLI)
Image Captioningonnocaps out-of-domain
SPICE
12.52
best: 15.7 (GIT, Single Model)
Image Captioningonnocaps in-domain
B1
84.4
best: 88.86 (GIT2, Single Model)
Image Captioningonnocaps in-domain
B2
69.8
best: 76.1 (GIT, Single Model)
Image Captioningonnocaps in-domain
B3
51.89
best: 60.53 (GIT, Single Model)
Image Captioningonnocaps in-domain
B4
32.86
best: 41.65 (GIT, Single Model)
Image Captioningonnocaps in-domain
CIDEr
102.64
best: 149.1 (PaLI)
Image Captioningonnocaps in-domain
METEOR
30.43
best: 34.22 (PaLI)
Image Captioningonnocaps in-domain
ROUGE-L
60.07
best: 64.39 (PaLI)
Image Captioningonnocaps in-domain
SPICE
14.47
best: 16.36 (GIT2, Single Model)