Image Captioning on nocaps in-domain

Metric: B3 (higher is better)

LeaderboardDataset

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Results

#	Model↕	B3▼	Extra Data	Paper	Date↕	Code
1	GIT, Single Model	60.53	No	GIT: A Generative Image-to-text Transformer for ...	2022-05-27	Code
2	GIT2, Single Model	59.94	No	GIT: A Generative Image-to-text Transformer for ...	2022-05-27	Code
3	PaLI	59.38	No	PaLI: A Jointly-Scaled Multilingual Language-Ima...	2022-09-14	Code
4	CoCa - Google Brain	58.01	No	-	-	-
5	Microsoft Cognitive Services team	55.94	No	VIVO: Visual Vocabulary Pre-Training for Novel O...	2020-09-28	-
6	Single Model	52.96	No	SimVLM: Simple Visual Language Model Pretraining...	2021-08-24	Code
7	FudanFVL	52.56	No	-	-	-
8	IEDA-LAB	51.89	No	-	-	-
9	vll@mk514	51.26	No	-	-	-
10	MD	51.16	No	-	-	-
11	FudanWYZ	50.75	No	-	-	-
12	firethehole	50.5	No	-	-	-
13	ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS	49.73	No	-	-	-
14	VinVL (Microsoft Cognitive Services + MSR)	49.68	No	VinVL: Revisiting Visual Representations in Visi...	2021-01-02	Code
15	camel XE	46.46	No	-	-	-
16	RCAL	45.33	No	-	-	-
17	icgp2ssi1_coco_si_0.02_5_test	44.65	No	-	-	-
18	evertyhing	43.92	No	-	-	-
19	cxy_nocaps_training	43.43	No	-	-	-
20	作者给的test文件	43.43	No	-	-	-
21	Xinyi	43.22	No	-	-	-
22	Oscar	42.86	No	-	-	-
23	MQ-UpDown-C	42.35	No	-	-	-
24	UpDown	41.5	No	-	-	-
25	nocaps_training	41.5	No	-	-	-
26	B2	40.54	No	-	-	-
27	UpDown + ELMo + CBS	39.86	No	-	-	-
28	YX	39.28	No	-	-	-
29	area_attention	38.44	No	-	-	-
30	7_10-7_40000_predict_test.json	37.85	No	-	-	-
31	Human	37.78	No	-	-	-
32	None	36.12	No	-	-	-
33	Neural Baby Talk	35.58	No	-	-	-
34	coco_all_19	34.13	No	-	-	-
35	Neural Baby Talk + CBS	33.73	No	-	-	-
36	Yu-Wu	31.92	No	-	-	-
37	CS395T	29.57	No	-	-	-