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Natural Language Processing
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Image Captioning
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nocaps near-domain
Image Captioning on nocaps near-domain
Metric: ROUGE-L (higher is better)
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Date (oldest first)
Model name (A→Z)
#
Model
↕
ROUGE-L
▼
Extra Data
Paper
Date
↕
Code
1
PaLI
63.99
No
PaLI: A Jointly-Scaled Multilingual Language-Ima...
2022-09-14
Code
2
GIT2, Single Model
63.66
No
GIT: A Generative Image-to-text Transformer for ...
2022-05-27
Code
3
GIT, Single Model
63.5
No
GIT: A Generative Image-to-text Transformer for ...
2022-05-27
Code
4
CoCa - Google Brain
62.91
No
-
-
-
5
Microsoft Cognitive Services team
61.9
No
VIVO: Visual Vocabulary Pre-Training for Novel O...
2020-09-28
-
6
Single Model
60.46
No
SimVLM: Simple Visual Language Model Pretraining...
2021-08-24
Code
7
FudanFVL
60.34
No
-
-
-
8
FudanWYZ
59.8
No
-
-
-
9
IEDA-LAB
59.23
No
-
-
-
10
firethehole
58.83
No
-
-
-
11
MD
58.47
No
-
-
-
12
vll@mk514
58.22
No
-
-
-
13
VinVL (Microsoft Cognitive Services + MSR)
57.95
No
VinVL: Revisiting Visual Representations in Visi...
2021-01-02
Code
14
ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
57.34
No
-
-
-
15
icgp2ssi1_coco_si_0.02_5_test
55.63
No
-
-
-
16
evertyhing
55.37
No
-
-
-
17
camel XE
55.24
No
-
-
-
18
Oscar
54.78
No
-
-
-
19
RCAL
54.62
No
-
-
-
20
vinvl_yuan_cbs
54.52
No
-
-
-
21
cxy_nocaps_training
53.37
No
-
-
-
22
Xinyi
53.18
No
-
-
-
23
MQ-UpDown-C
53.15
No
-
-
-
24
Human
53.06
No
-
-
-
25
UpDown + ELMo + CBS
52.64
No
-
-
-
26
nocaps_training
51.84
No
-
-
-
27
UpDown
51.84
No
-
-
-
28
7_10-7_40000_predict_test.json
51.23
No
-
-
-
29
B2
50.77
No
-
-
-
30
None
50.53
No
-
-
-
31
YX
50
No
-
-
-
32
area_attention
49.79
No
-
-
-
33
Neural Baby Talk
49.63
No
-
-
-
34
Neural Baby Talk + CBS
49.45
No
-
-
-
35
coco_all_19
48.61
No
-
-
-
36
Yu-Wu
47.13
No
-
-
-
37
CS395T
47.04
No
-
-
-
#1
PaLI
SOTA
63.99
ROUGE-L
· 2022-09-14
PaLI: A Jointly-Scaled Multilingual Language-Image Model
Code
#2
GIT2, Single Model
SOTA
63.66
ROUGE-L
· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language
Code
#3
GIT, Single Model
63.5
ROUGE-L
· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language
Code
#4
CoCa - Google Brain
62.91
ROUGE-L
No paper
#5
Microsoft Cognitive Services team
SOTA
61.9
ROUGE-L
· 2020-09-28
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning
#6
Single Model
60.46
ROUGE-L
· 2021-08-24
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision
Code
#7
FudanFVL
60.34
ROUGE-L
No paper
#8
FudanWYZ
59.8
ROUGE-L
No paper
#9
IEDA-LAB
59.23
ROUGE-L
No paper
#10
firethehole
58.83
ROUGE-L
No paper
#11
MD
58.47
ROUGE-L
No paper
#12
vll@mk514
58.22
ROUGE-L
No paper
#13
VinVL (Microsoft Cognitive Services + MSR)
57.95
ROUGE-L
· 2021-01-02
VinVL: Revisiting Visual Representations in Vision-Language Models
Code
#14
ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
57.34
ROUGE-L
No paper
#15
icgp2ssi1_coco_si_0.02_5_test
55.63
ROUGE-L
No paper
#16
evertyhing
55.37
ROUGE-L
No paper
#17
camel XE
55.24
ROUGE-L
No paper
#18
Oscar
54.78
ROUGE-L
No paper
#19
RCAL
54.62
ROUGE-L
No paper
#20
vinvl_yuan_cbs
54.52
ROUGE-L
No paper
#21
cxy_nocaps_training
53.37
ROUGE-L
No paper
#22
Xinyi
53.18
ROUGE-L
No paper
#23
MQ-UpDown-C
53.15
ROUGE-L
No paper
#24
Human
53.06
ROUGE-L
No paper
#25
UpDown + ELMo + CBS
52.64
ROUGE-L
No paper
#26
nocaps_training
51.84
ROUGE-L
No paper
#27
UpDown
51.84
ROUGE-L
No paper
#28
7_10-7_40000_predict_test.json
51.23
ROUGE-L
No paper
#29
B2
50.77
ROUGE-L
No paper
#30
None
50.53
ROUGE-L
No paper
#31
YX
50
ROUGE-L
No paper
#32
area_attention
49.79
ROUGE-L
No paper
#33
Neural Baby Talk
49.63
ROUGE-L
No paper
#34
Neural Baby Talk + CBS
49.45
ROUGE-L
No paper
#35
coco_all_19
48.61
ROUGE-L
No paper
#36
Yu-Wu
47.13
ROUGE-L
No paper
#37
CS395T
47.04
ROUGE-L
No paper