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ResearchFormerly WizWand

Image Captioning on DID-Bench GT-{LLaVA}

42.84BLEU-1Ours

Evaluation results

Method	Links
Ours2025.04		42.84	24.08	13.22	7.48	5.5	20.71	21.69	21.78	45.95
Ours2025.04		42.36	23.76	12.79	7.17	13.43	21.37	21.43	21.37	45.09
Synthesized2025.04		35.8	19.79	10.53	5.85	4.13	18	21.02	20.81	44.06
Patch Matters2025.04		34.06	19.09	10.35	5.85	5.17	17.73	21.01	20.38	43.74
Ours2025.04		34.06	19.09	10.35	5.85	5.17	17.73	21.01	20.38	43.74
IT2025.04		32.45	19.02	11.07	6.62	2.31	16.7	21.57	21.38	44.35
IT2025.04		32.24	18.21	9.91	5.65	6.82	16.98	21.37	21.34	43.96
ShareCaptioner2025.04		31.15	17.16	9.15	5.2	2.3	16.71	20.8	20.21	42.51
ALLaVA2025.04		29.77	15.62	8.07	4.34	2.59	15.38	19.62	16.76	40.92
Synthesized2025.04		28.43	16.18	9.1	5.29	1.75	16.11	21.67	20.82	44.3
Global2025.04		27.54	15.48	8.36	4.77	4.74	16.04	21.35	20.79	43.63
IT2025.04		25.36	15.65	9.31	5.76	0.73	12.82	20.16	19.06	42.07
Global2025.04		23.36	13.54	7.84	4.7	1.1	14.74	21.16	20.25	43.75
Synthesized2025.04		20.65	12.05	6.72	3.93	0.96	14	20.95	19.67	43.04
LLaVA-1.52025.04		9.16	5.7	3.37	2.07	0.47	10.62	19.54	17.65	41.37
Global2025.04		9.16	5.7	3.37	2.07	0.47	10.62	19.54	17.65	41.37
PoCa2025.04		2.26	1.32	0.73	0.41	0.39	7.74	13.64	15.85	38.89
PoCa2025.04		1.74	0.97	0.52	0.29	0	7.13	13.03	15.38	38.08
PoCa2025.04		0.59	0.34	0.18	0.1	0	5.95	11.47	13.63	36.61