Image Captioning On Nocaps Entire

Metrics

CIDEr

METEOR

ROUGE-L

SPICE

Results

Performance results of various models on this benchmark

Comparison Table

Model Name	B1	B2	B3	B4	CIDEr	METEOR	ROUGE-L	SPICE
Model 1	80.77	65.55	48.14	30.2	97.61	30.07	58.25	14.74
Model 2	78.75	59.36	37.56	19.72	78.48	25.13	52.54	11.57
git-a-generative-image-to-text-transformer	88.1	74.81	57.68	37.35	123.39	32.5	63.12	15.94
Model 4	79.32	60.95	39.5	20.3	79.04	25.44	53.8	11.9
lyrics-boosting-fine-grained-language-vision	-	-	-	-	126.8	-	-	-
Model 6	72.33	52.42	30.83	14.73	53.36	21.52	48.87	9.15
clipcap-clip-prefix-for-image-captioning	-	-	-	-	65.83	-	-	10.86
Model 8	76.64	56.46	36.37	19.48	85.34	28.15	52.83	14.67
Model 9	81.03	64.62	45.26	26.52	87.56	27.36	56.7	12.81
Model 10	78.92	61.6	41.52	23.52	86.0	26.31	54.75	12.1
Model 11	82.95	67.45	49.58	31.38	106.81	30.32	59.18	14.56
Model 12	83.25	67.3	48.41	29.27	98.08	28.92	58.56	13.9
Model 13	87.01	73.71	56.88	37.71	120.55	32.29	62.52	15.47
Model 14	73.42	52.12	29.35	12.88	61.48	22.06	48.74	9.69
Model 15	83.9	68.77	50.84	32.17	108.29	30.64	59.82	14.72
Model 16	67.85	47.37	25.76	11.96	46.18	19.84	46.61	8.35
vinvl-making-visual-representations-matter-in	81.59	65.15	45.04	26.15	92.46	27.57	56.96	13.07
Model 18	77.97	60.27	40.68	23.48	75.88	26.15	54.3	11.89
Model 19	73.04	54.08	33.88	17.69	47.69	21.85	49.97	9.42
Model 20	82.43	66.25	47.18	28.2	93.0	28.09	57.57	13.35
clipcap-clip-prefix-for-image-captioning	-	-	-	-	65.7	-	-	11.1
Model 22	78.58	59.05	37.39	19.43	78.23	25.12	52.35	11.62
prismer-a-vision-language-model-with-an	84.87	69.99	52.48	33.66	110.84	31.13	60.55	14.91
vivo-surpassing-human-performance-in-novel	85.62	71.36	53.62	34.65	114.25	31.27	61.2	14.85
Model 25	71.69	52.04	31.7	16.73	55.97	22.53	49.64	10.1
Model 26	72.02	51.97	31.62	16.48	48.29	21.87	49.03	9.56
simvlm-simple-visual-language-model	83.78	68.86	51.06	32.2	110.31	30.55	59.86	14.49
Model 28	72.49	52.88	33.22	17.75	61.48	23.89	50.4	10.96
Model 29	74.0	55.11	35.23	19.16	54.25	22.96	50.92	10.14
Model 30	78.19	60.74	39.11	21.24	82.88	25.72	53.85	12.2
Model 31	69.07	47.65	25.5	11.72	39.33	19.61	46.58	8.2
Model 32	76.89	57.76	36.93	20.11	75.58	25.18	52.53	11.68
Model 33	74.0	55.11	35.23	19.16	54.25	22.96	50.92	10.14
Model 34	79.57	60.83	38.83	21.02	80.93	25.33	54.07	11.29
Model 35	79.0	61.95	42.36	24.62	87.34	26.29	55.03	12.01
Model 36	69.44	48.95	28.64	15.02	45.27	20.77	47.6	9.13
Model 37	81.61	65.1	46.13	27.32	93.45	28.46	57.4	14.06
Model 38	76.59	56.74	35.39	18.41	73.09	24.42	51.82	11.2
Model 39	72.78	52.52	31.74	16.31	49.02	21.72	49.38	9.54