Image Captioning on nocaps in-domain

Metric: METEOR (higher is better)

LeaderboardDataset

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Results

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#	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	-	-	-

#1PaLISOTA
34.22
METEOR· 2022-09-14
PaLI: A Jointly-Scaled Multilingual Language-Image Model Code
#2GIT2, Single ModelSOTA
33.83
METEOR· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language Code
#3GIT, Single Model
33.41
METEOR· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language Code
#4CoCa - Google Brain
33.01
METEOR
No paper
#5Microsoft Cognitive Services teamSOTA
32.7
METEOR· 2020-09-28
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning
#6Single Model
31.97
METEOR· 2021-08-24
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision Code
#7FudanFVL
31.77
METEOR
No paper
#8firethehole
31.61
METEOR
No paper
#9FudanWYZ
31.33
METEOR
No paper
#10vll@mk514
30.51
METEOR
No paper
#11IEDA-LAB
30.43
METEOR
No paper
#12MD
30.06
METEOR
No paper
#13VinVL (Microsoft Cognitive Services + MSR)
29.51
METEOR· 2021-01-02
VinVL: Revisiting Visual Representations in Vision-Language Models Code
#14ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
29.37
METEOR
No paper
#15camel XE
28.7
METEOR
No paper
#16Human
28.53
METEOR
No paper
#17evertyhing
27.97
METEOR
No paper
#18RCAL
27.7
METEOR
No paper
#19icgp2ssi1_coco_si_0.02_5_test
27.7
METEOR
No paper
#20Xinyi
27.27
METEOR
No paper
#21cxy_nocaps_training
27.25
METEOR
No paper
#22作者给的test文件
27.25
METEOR
No paper
#23MQ-UpDown-C
27.25
METEOR
No paper
#24Oscar
27.23
METEOR
No paper
#25UpDown + ELMo + CBS
26.35
METEOR
No paper
#26UpDown
26.04
METEOR
No paper
#27nocaps_training
26.04
METEOR
No paper
#287_10-7_40000_predict_test.json
26.02
METEOR
No paper
#29None
25.1
METEOR
No paper
#30YX
25.08
METEOR
No paper
#31area_attention
25.07
METEOR
No paper
#32B2
25.06
METEOR
No paper
#33Neural Baby Talk
23.8
METEOR
No paper
#34Neural Baby Talk + CBS
23.68
METEOR
No paper
#35coco_all_19
23.47
METEOR
No paper
#36CS395T
22.04
METEOR
No paper
#37Yu-Wu
22.04
METEOR
No paper