Image Captioning on nocaps near-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	33.47	No	PaLI: A Jointly-Scaled Multilingual Language-Ima...	2022-09-14	Code
2	GIT2, Single Model	32.95	No	GIT: A Generative Image-to-text Transformer for ...	2022-05-27	Code
3	GIT, Single Model	32.86	No	GIT: A Generative Image-to-text Transformer for ...	2022-05-27	Code
4	CoCa - Google Brain	32.71	No	-	-	-
5	Microsoft Cognitive Services team	31.8	No	VIVO: Visual Vocabulary Pre-Training for Novel O...	2020-09-28	-
6	FudanFVL	31.08	No	-	-	-
7	Single Model	30.97	No	SimVLM: Simple Visual Language Model Pretraining...	2021-08-24	Code
8	FudanWYZ	30.79	No	-	-	-
9	firethehole	30.48	No	-	-	-
10	IEDA-LAB	29.53	No	-	-	-
11	vll@mk514	29.11	No	-	-	-
12	MD	28.84	No	-	-	-
13	Human	28.42	No	-	-	-
14	VinVL (Microsoft Cognitive Services + MSR)	28.24	No	VinVL: Revisiting Visual Representations in Visi...	2021-01-02	Code
15	ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS	27.89	No	-	-	-
16	camel XE	26.87	No	-	-	-
17	evertyhing	26.68	No	-	-	-
18	icgp2ssi1_coco_si_0.02_5_test	26.63	No	-	-	-
19	RCAL	26.3	No	-	-	-
20	vinvl_yuan_cbs	25.98	No	-	-	-
21	Oscar	25.91	No	-	-	-
22	cxy_nocaps_training	25.64	No	-	-	-
23	Xinyi	25.64	No	-	-	-
24	MQ-UpDown-C	25.59	No	-	-	-
25	UpDown + ELMo + CBS	24.97	No	-	-	-
26	7_10-7_40000_predict_test.json	24.52	No	-	-	-
27	nocaps_training	23.6	No	-	-	-
28	UpDown	23.6	No	-	-	-
29	None	23.12	No	-	-	-
30	Neural Baby Talk + CBS	22.55	No	-	-	-
31	area_attention	22.43	No	-	-	-
32	B2	22.41	No	-	-	-
33	YX	22.27	No	-	-	-
34	Neural Baby Talk	21.93	No	-	-	-
35	coco_all_19	21.48	No	-	-	-
36	Yu-Wu	20.18	No	-	-	-
37	CS395T	20.05	No	-	-	-

#1PaLISOTA
33.47
METEOR· 2022-09-14
PaLI: A Jointly-Scaled Multilingual Language-Image Model Code
#2GIT2, Single ModelSOTA
32.95
METEOR· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language Code
#3GIT, Single Model
32.86
METEOR· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language Code
#4CoCa - Google Brain
32.71
METEOR
No paper
#5Microsoft Cognitive Services teamSOTA
31.8
METEOR· 2020-09-28
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning
#6FudanFVL
31.08
METEOR
No paper
#7Single Model
30.97
METEOR· 2021-08-24
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision Code
#8FudanWYZ
30.79
METEOR
No paper
#9firethehole
30.48
METEOR
No paper
#10IEDA-LAB
29.53
METEOR
No paper
#11vll@mk514
29.11
METEOR
No paper
#12MD
28.84
METEOR
No paper
#13Human
28.42
METEOR
No paper
#14VinVL (Microsoft Cognitive Services + MSR)
28.24
METEOR· 2021-01-02
VinVL: Revisiting Visual Representations in Vision-Language Models Code
#15ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
27.89
METEOR
No paper
#16camel XE
26.87
METEOR
No paper
#17evertyhing
26.68
METEOR
No paper
#18icgp2ssi1_coco_si_0.02_5_test
26.63
METEOR
No paper
#19RCAL
26.3
METEOR
No paper
#20vinvl_yuan_cbs
25.98
METEOR
No paper
#21Oscar
25.91
METEOR
No paper
#22cxy_nocaps_training
25.64
METEOR
No paper
#23Xinyi
25.64
METEOR
No paper
#24MQ-UpDown-C
25.59
METEOR
No paper
#25UpDown + ELMo + CBS
24.97
METEOR
No paper
#267_10-7_40000_predict_test.json
24.52
METEOR
No paper
#27nocaps_training
23.6
METEOR
No paper
#28UpDown
23.6
METEOR
No paper
#29None
23.12
METEOR
No paper
#30Neural Baby Talk + CBS
22.55
METEOR
No paper
#31area_attention
22.43
METEOR
No paper
#32B2
22.41
METEOR
No paper
#33YX
22.27
METEOR
No paper
#34Neural Baby Talk
21.93
METEOR
No paper
#35coco_all_19
21.48
METEOR
No paper
#36Yu-Wu
20.18
METEOR
No paper
#37CS395T
20.05
METEOR
No paper