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nocaps near-domain
Image Captioning on nocaps near-domain
Metric: B1 (higher is better)
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Dataset
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Sort:
B1 (best first)
B1 (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
B1
▼
Extra Data
Paper
Date
↕
Code
1
GIT2, Single Model
88.9
No
GIT: A Generative Image-to-text Transformer for ...
2022-05-27
Code
2
PaLI
88.57
No
PaLI: A Jointly-Scaled Multilingual Language-Ima...
2022-09-14
Code
3
GIT, Single Model
88.56
No
GIT: A Generative Image-to-text Transformer for ...
2022-05-27
Code
4
CoCa - Google Brain
87.53
No
-
-
-
5
Microsoft Cognitive Services team
86.48
No
VIVO: Visual Vocabulary Pre-Training for Novel O...
2020-09-28
-
6
FudanFVL
84.47
No
-
-
-
7
Single Model
84.36
No
SimVLM: Simple Visual Language Model Pretraining...
2021-08-24
Code
8
IEDA-LAB
84.04
No
-
-
-
9
FudanWYZ
83.71
No
-
-
-
10
MD
83.58
No
-
-
-
11
VinVL (Microsoft Cognitive Services + MSR)
82.77
No
VinVL: Revisiting Visual Representations in Visi...
2021-01-02
Code
12
vll@mk514
82.55
No
-
-
-
13
ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
81.93
No
-
-
-
14
firethehole
81.62
No
-
-
-
15
Oscar
80.54
No
-
-
-
16
vinvl_yuan_cbs
80.24
No
-
-
-
17
cxy_nocaps_training
79.69
No
-
-
-
18
evertyhing
79.67
No
-
-
-
19
icgp2ssi1_coco_si_0.02_5_test
79.61
No
-
-
-
20
Xinyi
79.59
No
-
-
-
21
RCAL
79.21
No
-
-
-
22
camel XE
79.21
No
-
-
-
23
MQ-UpDown-C
77.76
No
-
-
-
24
UpDown + ELMo + CBS
77.68
No
-
-
-
25
Human
77.05
No
-
-
-
26
nocaps_training
75.25
No
-
-
-
27
UpDown
75.25
No
-
-
-
28
Neural Baby Talk + CBS
74.77
No
-
-
-
29
B2
74.07
No
-
-
-
30
YX
73.73
No
-
-
-
31
Neural Baby Talk
73.69
No
-
-
-
32
7_10-7_40000_predict_test.json
73.6
No
-
-
-
33
area_attention
73.19
No
-
-
-
34
None
72.91
No
-
-
-
35
coco_all_19
70.84
No
-
-
-
36
CS395T
70.05
No
-
-
-
37
Yu-Wu
68.86
No
-
-
-
#1
GIT2, Single Model
SOTA
88.9
B1
· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language
Code
#2
PaLI
88.57
B1
· 2022-09-14
PaLI: A Jointly-Scaled Multilingual Language-Image Model
Code
#3
GIT, Single Model
88.56
B1
· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language
Code
#4
CoCa - Google Brain
87.53
B1
No paper
#5
Microsoft Cognitive Services team
SOTA
86.48
B1
· 2020-09-28
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning
#6
FudanFVL
84.47
B1
No paper
#7
Single Model
84.36
B1
· 2021-08-24
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision
Code
#8
IEDA-LAB
84.04
B1
No paper
#9
FudanWYZ
83.71
B1
No paper
#10
MD
83.58
B1
No paper
#11
VinVL (Microsoft Cognitive Services + MSR)
82.77
B1
· 2021-01-02
VinVL: Revisiting Visual Representations in Vision-Language Models
Code
#12
vll@mk514
82.55
B1
No paper
#13
ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
81.93
B1
No paper
#14
firethehole
81.62
B1
No paper
#15
Oscar
80.54
B1
No paper
#16
vinvl_yuan_cbs
80.24
B1
No paper
#17
cxy_nocaps_training
79.69
B1
No paper
#18
evertyhing
79.67
B1
No paper
#19
icgp2ssi1_coco_si_0.02_5_test
79.61
B1
No paper
#20
Xinyi
79.59
B1
No paper
#21
RCAL
79.21
B1
No paper
#22
camel XE
79.21
B1
No paper
#23
MQ-UpDown-C
77.76
B1
No paper
#24
UpDown + ELMo + CBS
77.68
B1
No paper
#25
Human
77.05
B1
No paper
#26
nocaps_training
75.25
B1
No paper
#27
UpDown
75.25
B1
No paper
#28
Neural Baby Talk + CBS
74.77
B1
No paper
#29
B2
74.07
B1
No paper
#30
YX
73.73
B1
No paper
#31
Neural Baby Talk
73.69
B1
No paper
#32
7_10-7_40000_predict_test.json
73.6
B1
No paper
#33
area_attention
73.19
B1
No paper
#34
None
72.91
B1
No paper
#35
coco_all_19
70.84
B1
No paper
#36
CS395T
70.05
B1
No paper
#37
Yu-Wu
68.86
B1
No paper