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Image Captioning on DID-Bench GT-{LLaVA}

42.84BLEU-1

Ours

Updated 2d ago

Evaluation Results

Method	Links
Ours 2025.04		42.84	24.08	13.22	7.48	5.5	20.71	21.69	21.78	45.95
Ours 2025.04		42.36	23.76	12.79	7.17	13.43	21.37	21.43	21.37	45.09
Synthesized 2025.04		35.8	19.79	10.53	5.85	4.13	18	21.02	20.81	44.06
Patch Matters 2025.04		34.06	19.09	10.35	5.85	5.17	17.73	21.01	20.38	43.74
Ours 2025.04		34.06	19.09	10.35	5.85	5.17	17.73	21.01	20.38	43.74
IT 2025.04		32.45	19.02	11.07	6.62	2.31	16.7	21.57	21.38	44.35
IT 2025.04		32.24	18.21	9.91	5.65	6.82	16.98	21.37	21.34	43.96
ShareCaptioner 2025.04		31.15	17.16	9.15	5.2	2.3	16.71	20.8	20.21	42.51
ALLaVA 2025.04		29.77	15.62	8.07	4.34	2.59	15.38	19.62	16.76	40.92
Synthesized 2025.04		28.43	16.18	9.1	5.29	1.75	16.11	21.67	20.82	44.3
Global 2025.04		27.54	15.48	8.36	4.77	4.74	16.04	21.35	20.79	43.63
IT 2025.04		25.36	15.65	9.31	5.76	0.73	12.82	20.16	19.06	42.07
Global 2025.04		23.36	13.54	7.84	4.7	1.1	14.74	21.16	20.25	43.75
Synthesized 2025.04		20.65	12.05	6.72	3.93	0.96	14	20.95	19.67	43.04
LLaVA-1.5 2025.04		9.16	5.7	3.37	2.07	0.47	10.62	19.54	17.65	41.37
Global 2025.04		9.16	5.7	3.37	2.07	0.47	10.62	19.54	17.65	41.37
PoCa 2025.04		2.26	1.32	0.73	0.41	0.39	7.74	13.64	15.85	38.89
PoCa 2025.04		1.74	0.97	0.52	0.29	0	7.13	13.03	15.38	38.08
PoCa 2025.04		0.59	0.34	0.18	0.1	0	5.95	11.47	13.63	36.61