Image Captioning On Nocaps Near Domain

Métriques

CIDEr

METEOR

ROUGE-L

SPICE

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif

Nom du modèle	B1	B2	B3	B4	CIDEr	METEOR	ROUGE-L	SPICE
Modèle 1	74.77	53.67	30.66	13.85	61.98	22.55	49.45	9.83
clipcap-clip-prefix-for-image-captioning	-	-	-	-	66.82	-	-	10.92
Modèle 3	79.59	60.52	38.95	20.72	79.44	25.64	53.18	11.88
git-a-generative-image-to-text-transformer	88.9	75.86	58.9	38.95	125.51	32.95	63.66	16.11
Modèle 5	84.47	69.66	51.95	33.46	109.33	31.08	60.34	14.79
Modèle 6	73.6	54.26	34.59	18.95	63.96	24.52	51.23	11.14
Modèle 7	73.19	53.56	32.94	17.49	50.34	22.43	49.79	9.7
Modèle 8	80.54	62.32	40.65	22.37	82.07	25.91	54.78	11.53
Modèle 9	73.69	54.1	32.37	15.99	53.21	21.93	49.63	9.26
Modèle 10	80.24	62.31	41.07	21.53	80.21	25.98	54.52	12.12
Modèle 11	81.93	65.88	46.72	27.94	89.87	27.89	57.34	12.98
Modèle 12	72.91	53.74	33.49	18.04	58.5	23.12	50.53	10.28
pali-a-jointly-scaled-multilingual-language	-	-	-	-	-	-	-	15.75
Modèle 14	87.53	74.49	57.89	38.92	120.73	32.71	62.91	15.54
Modèle 15	77.76	59.0	38.29	21.0	76.34	25.59	53.15	11.87
Modèle 16	79.21	62.26	40.77	22.56	84.0	26.3	54.62	12.47
Modèle 17	79.21	62.06	42.51	25.06	79.14	26.87	55.24	12.14
Modèle 18	75.25	56.93	36.91	20.49	56.85	23.6	51.84	10.33
Modèle 19	75.25	56.93	36.91	20.49	56.85	23.6	51.84	10.33
clipcap-clip-prefix-for-image-captioning	-	-	-	-	67.69	-	-	11.26
Modèle 21	77.05	56.97	36.84	19.85	84.58	28.42	53.06	14.72
Modèle 22	70.84	50.79	30.26	16.14	47.53	21.48	48.61	9.28
Modèle 23	70.05	48.92	26.19	12.11	40.45	20.05	47.04	8.28
pali-a-jointly-scaled-multilingual-language	88.57	75.56	58.99	39.98	124.35	33.47	63.99	15.75
git-a-generative-image-to-text-transformer	88.56	75.48	58.46	38.44	123.92	32.86	63.5	15.96
Modèle 26	74.07	55.53	35.22	18.79	49.62	22.41	50.77	9.54
Modèle 27	81.62	66.65	49.39	31.42	99.51	30.48	58.83	14.88
Modèle 28	79.69	60.75	39.06	20.97	79.72	25.64	53.37	11.81
Modèle 29	84.04	68.58	49.98	30.78	100.15	29.53	59.23	14.15
Modèle 30	82.55	66.55	47.8	29.0	95.69	29.11	58.22	14.37
Modèle 31	68.86	48.7	26.85	12.6	46.64	20.18	47.13	8.37
Modèle 32	73.73	53.98	33.1	17.28	51.16	22.27	50.0	9.7
vinvl-making-visual-representations-matter-in	82.77	66.94	47.02	27.97	95.16	28.24	57.95	13.36
Modèle 34	77.68	58.31	37.04	19.85	74.2	24.97	52.64	11.45
simvlm-simple-visual-language-model	84.36	69.83	52.42	33.74	110.76	30.97	60.46	14.61
Modèle 36	83.58	67.99	49.29	29.96	95.73	28.84	58.47	13.64
vivo-surpassing-human-performance-in-novel	86.48	72.6	55.26	36.31	115.54	31.8	61.9	15.06
Modèle 38	79.67	62.73	42.87	24.8	85.89	26.68	55.37	12.24
Modèle 39	83.71	68.56	50.9	32.72	108.04	30.79	59.8	14.71
Modèle 40	79.61	63.01	43.59	25.85	87.41	26.63	55.63	12.11