Image Captioning on nocaps entire

Metric: METEOR (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	METEOR▼	Extra Data	Paper	Date↕	Code
1	GIT, Single Model	32.5	No	GIT: A Generative Image-to-text Transformer for ...	2022-05-27	Code
2	CoCa - Google Brain	32.29	No	-	-	-
3	Microsoft Cognitive Services team	31.27	No	Scaling Up Vision-Language Pre-training for Imag...	2021-11-24	-
4	Prismer	31.13	No	Prismer: A Vision-Language Model with Multi-Task...	2023-03-04	Code
5	FudanFVL	30.64	No	-	-	-
6	Single Model	30.55	No	SimVLM: Simple Visual Language Model Pretraining...	2021-08-24	Code
7	FudanWYZ	30.32	No	-	-	-
8	firethehole	30.07	No	-	-	-
9	IEDA-LAB	28.92	No	-	-	-
10	vll@mk514	28.46	No	-	-	-
11	Human	28.15	No	-	-	-
12	MD	28.09	No	-	-	-
13	VinVL (Microsoft Cognitive Services + MSR)	27.57	No	VinVL: Revisiting Visual Representations in Visi...	2021-01-02	Code
14	ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS	27.36	No	-	-	-
15	evertyhing	26.31	No	-	-	-
16	icgp2ssi1_coco_si_0.02_5_test	26.29	No	-	-	-
17	camel XE	26.15	No	-	-	-
18	RCAL	25.72	No	-	-	-
19	vinvl_yuan_cbs	25.44	No	-	-	-
20	Oscar	25.33	No	-	-	-
21	MQ-UpDown-C	25.18	No	-	-	-
22	cxy_nocaps_training	25.13	No	-	-	-
23	Xinyi	25.12	No	-	-	-
24	UpDown + ELMo + CBS	24.42	No	-	-	-
25	7_10-7_40000_predict_test.json	23.89	No	-	-	-
26	nocaps_training	22.96	No	-	-	-
27	UpDown	22.96	No	-	-	-
28	None	22.53	No	-	-	-
29	Neural Baby Talk + CBS	22.06	No	-	-	-
30	area_attention	21.87	No	-	-	-
31	B2	21.85	No	-	-	-
32	YX	21.72	No	-	-	-
33	Neural Baby Talk	21.52	No	-	-	-
34	coco_all_19	20.77	No	-	-	-
35	Yu-Wu	19.84	No	-	-	-
36	CS395T	19.61	No	-	-	-

#1GIT, Single ModelSOTA
32.5
METEOR· 2022-05-27
GIT: A Generative Image-to-text Transformer for Vision and Language Code
#2CoCa - Google Brain
32.29
METEOR
No paper
#3Microsoft Cognitive Services teamSOTA
31.27
METEOR· 2021-11-24
Scaling Up Vision-Language Pre-training for Image Captioning
#4Prismer
31.13
METEOR· 2023-03-04
Prismer: A Vision-Language Model with Multi-Task Experts Code
#5FudanFVL
30.64
METEOR
No paper
#6Single ModelSOTA
30.55
METEOR· 2021-08-24
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision Code
#7FudanWYZ
30.32
METEOR
No paper
#8firethehole
30.07
METEOR
No paper
#9IEDA-LAB
28.92
METEOR
No paper
#10vll@mk514
28.46
METEOR
No paper
#11Human
28.15
METEOR
No paper
#12MD
28.09
METEOR
No paper
#13VinVL (Microsoft Cognitive Services + MSR)SOTA
27.57
METEOR· 2021-01-02
VinVL: Revisiting Visual Representations in Vision-Language Models Code
#14ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS
27.36
METEOR
No paper
#15evertyhing
26.31
METEOR
No paper
#16icgp2ssi1_coco_si_0.02_5_test
26.29
METEOR
No paper
#17camel XE
26.15
METEOR
No paper
#18RCAL
25.72
METEOR
No paper
#19vinvl_yuan_cbs
25.44
METEOR
No paper
#20Oscar
25.33
METEOR
No paper
#21MQ-UpDown-C
25.18
METEOR
No paper
#22cxy_nocaps_training
25.13
METEOR
No paper
#23Xinyi
25.12
METEOR
No paper
#24UpDown + ELMo + CBS
24.42
METEOR
No paper
#257_10-7_40000_predict_test.json
23.89
METEOR
No paper
#26nocaps_training
22.96
METEOR
No paper
#27UpDown
22.96
METEOR
No paper
#28None
22.53
METEOR
No paper
#29Neural Baby Talk + CBS
22.06
METEOR
No paper
#30area_attention
21.87
METEOR
No paper
#31B2
21.85
METEOR
No paper
#32YX
21.72
METEOR
No paper
#33Neural Baby Talk
21.52
METEOR
No paper
#34coco_all_19
20.77
METEOR
No paper
#35Yu-Wu
19.84
METEOR
No paper
#36CS395T
19.61
METEOR
No paper