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Image Captioning
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nocaps in-domain
Image Captioning on nocaps in-domain
Metric: METEOR (higher is better)
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METEOR (best first)
METEOR (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
METEOR
▼
Extra Data
Paper
Date
↕
Code
1
PaLI
34.22
No
PaLI: A Jointly-Scaled Multilingual Language-Ima...
2022-09-14
Code
2
GIT2, Single Model
33.83
No
GIT: A Generative Image-to-text Transformer for ...
2022-05-27
Code
3
GIT, Single Model
33.41
No
GIT: A Generative Image-to-text Transformer for ...
2022-05-27
Code
4
CoCa - Google Brain
33.01
No
-
-
-
5
Microsoft Cognitive Services team
32.7
No
VIVO: Visual Vocabulary Pre-Training for Novel O...
2020-09-28
-
6
Single Model
31.97
No
SimVLM: Simple Visual Language Model Pretraining...
2021-08-24
Code
7
FudanFVL
31.77
No
-
-
-
8
firethehole
31.61
No
-
-
-
9
FudanWYZ
31.33
No
-
-
-
10
vll@mk514
30.51
No
-
-
-
11
IEDA-LAB
30.43
No
-
-
-
12
MD
30.06
No
-
-
-
13
VinVL (Microsoft Cognitive Services + MSR)
29.51
No
VinVL: Revisiting Visual Representations in Visi...
2021-01-02
Code
14
ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
29.37
No
-
-
-
15
camel XE
28.7
No
-
-
-
16
Human
28.53
No
-
-
-
17
evertyhing
27.97
No
-
-
-
18
RCAL
27.7
No
-
-
-
19
icgp2ssi1_coco_si_0.02_5_test
27.7
No
-
-
-
20
Xinyi
27.27
No
-
-
-
21
cxy_nocaps_training
27.25
No
-
-
-
22
作者给的test文件
27.25
No
-
-
-
23
MQ-UpDown-C
27.25
No
-
-
-
24
Oscar
27.23
No
-
-
-
25
UpDown + ELMo + CBS
26.35
No
-
-
-
26
UpDown
26.04
No
-
-
-
27
nocaps_training
26.04
No
-
-
-
28
7_10-7_40000_predict_test.json
26.02
No
-
-
-
29
None
25.1
No
-
-
-
30
YX
25.08
No
-
-
-
31
area_attention
25.07
No
-
-
-
32
B2
25.06
No
-
-
-
33
Neural Baby Talk
23.8
No
-
-
-
34
Neural Baby Talk + CBS
23.68
No
-
-
-
35
coco_all_19
23.47
No
-
-
-
36
CS395T
22.04
No
-
-
-
37
Yu-Wu
22.04
No
-
-
-
#1
PaLI
SOTA
34.22
METEOR
· 2022-09-14
PaLI: A Jointly-Scaled Multilingual Language-Image Model
Code
#2
GIT2, Single Model
SOTA
33.83
METEOR
· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language
Code
#3
GIT, Single Model
33.41
METEOR
· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language
Code
#4
CoCa - Google Brain
33.01
METEOR
No paper
#5
Microsoft Cognitive Services team
SOTA
32.7
METEOR
· 2020-09-28
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning
#6
Single Model
31.97
METEOR
· 2021-08-24
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision
Code
#7
FudanFVL
31.77
METEOR
No paper
#8
firethehole
31.61
METEOR
No paper
#9
FudanWYZ
31.33
METEOR
No paper
#10
vll@mk514
30.51
METEOR
No paper
#11
IEDA-LAB
30.43
METEOR
No paper
#12
MD
30.06
METEOR
No paper
#13
VinVL (Microsoft Cognitive Services + MSR)
29.51
METEOR
· 2021-01-02
VinVL: Revisiting Visual Representations in Vision-Language Models
Code
#14
ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
29.37
METEOR
No paper
#15
camel XE
28.7
METEOR
No paper
#16
Human
28.53
METEOR
No paper
#17
evertyhing
27.97
METEOR
No paper
#18
RCAL
27.7
METEOR
No paper
#19
icgp2ssi1_coco_si_0.02_5_test
27.7
METEOR
No paper
#20
Xinyi
27.27
METEOR
No paper
#21
cxy_nocaps_training
27.25
METEOR
No paper
#22
作者给的test文件
27.25
METEOR
No paper
#23
MQ-UpDown-C
27.25
METEOR
No paper
#24
Oscar
27.23
METEOR
No paper
#25
UpDown + ELMo + CBS
26.35
METEOR
No paper
#26
UpDown
26.04
METEOR
No paper
#27
nocaps_training
26.04
METEOR
No paper
#28
7_10-7_40000_predict_test.json
26.02
METEOR
No paper
#29
None
25.1
METEOR
No paper
#30
YX
25.08
METEOR
No paper
#31
area_attention
25.07
METEOR
No paper
#32
B2
25.06
METEOR
No paper
#33
Neural Baby Talk
23.8
METEOR
No paper
#34
Neural Baby Talk + CBS
23.68
METEOR
No paper
#35
coco_all_19
23.47
METEOR
No paper
#36
CS395T
22.04
METEOR
No paper
#37
Yu-Wu
22.04
METEOR
No paper