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ResearchFormerly WizWand

Image Captioning on DID-Bench GT-{GPT4-V}

40.3BLEU-1Ours

Evaluation results

Method	Links
Ours2025.04		40.3	23.51	13.65	8.37	2.66	22.49	22.68	22.99	46.08
Synthesized2025.04		37.4	21.54	12.91	8.3	1.6	18.68	22.81	22.58	44.36
Ours2025.04		37.3	20.07	10.62	6	3.6	18.67	20.39	20.99	43.33
IT2025.04		33.53	19.99	12.34	8.12	2.53	18.08	23.35	22.71	44.28
ShareCaptioner2025.04		33.42	20.11	12.66	8.68	2.69	18.17	24.46	24.85	44.13
IT2025.04		30.38	16.47	8.63	4.87	0.51	15.18	19.16	20.14	41.32
Global2025.04		30.18	17.96	11.09	7.34	2.54	17.18	23.51	22.62	44.09
Patch Matters2025.04		29.36	15.12	7.27	3.61	2.04	15.67	18.64	17.25	40.62
Ours2025.04		29.36	15.12	7.27	3.61	2.04	15.67	18.64	17.25	40.62
Synthesized2025.04		28.79	15.69	8.42	4.81	1.47	15.99	20.22	20.45	42.5
ALLaVA2025.04		26.27	13.01	6.15	3.18	2.16	13.84	18.06	14.89	37.67
Global2025.04		19.98	10.63	5.46	3	0.39	13.61	18.56	19.32	40.74
IT2025.04		19.19	10.53	5.28	2.77	0.56	11.23	16.61	14.87	38.65
Synthesized2025.04		18.78	10.16	5.21	2.83	0.24	12.75	18.51	16.75	40.29
LLaVA-1.52025.04		7.5	4.05	1.94	0.98	0	9.11	15.67	13.29	37.74
Global2025.04		7.5	4.05	1.94	0.98	0	9.11	15.67	13.29	37.74
PoCa2025.04		3.09	1.67	0.86	0.48	0	8.13	13.63	16.23	37.89
PoCa2025.04		2.65	1.55	0.92	0.56	0.06	8.19	14.26	16.85	38.7
PoCa2025.04		0.36	0.18	0.09	0.04	0	5.03	9.6	10.14	34.23