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Video Captioning on MCTS-VCB

84.9Appearance Description Precision

GPT-4o

Updated 3d ago

Evaluation Results

Method
GPT-4o 2025.06	84.9	47.2	60.6	86.4	62.7	72.7	80.9	67.1	73.4	87.3	50.6	64.1	81.9	40.8	54.5	83.8	57.5	68.2
LLaVa_Video_Qwen2_72B 2025.06	79.8	45.8	58.2	80.9	57.9	67.5	85.2	59.1	69.8	80.2	41.5	54.7	77.9	44.1	56.3	82.1	51.7	63.4
Tarsier-34B 2025.06	79.8	34.3	48	75.5	51.5	61.2	86.8	55.9	68	76.8	36.4	49.4	62.1	35.8	45.5	79.6	45.7	58
Gemini-1.5-Pro 2025.06	78.2	59.9	67.9	82.4	64.8	72.5	81	70.7	75.5	82	56	66.5	79.9	59	67.9	80.9	63.6	71.2
LLaVa_Video_Qwen2_7B 2025.06	78	41.3	54	79.7	50.7	61.9	82.7	58.4	68.5	76.4	41	53.4	75.6	53.9	62.9	79.7	48.9	60.6
Tarsier-7B 2025.06	76.3	34	47.1	69.7	49.7	58	85.7	56.4	68	72.9	35.5	47.8	58.7	36	44.6	76.7	45.2	56.9
LLaVa_OV_Qwen2_7B 2025.06	75.8	45.1	56.5	77.3	58.9	66.8	84.5	59.1	69.6	77.1	42.2	54.5	73.2	42.4	53.7	79.6	45.3	57.7
LLaVa_OV_Qwen2_72B 2025.06	75.8	45.5	56.9	78.9	60.3	68.3	86.1	60.2	70.9	78.7	43.1	55.7	76.1	40.8	53.1	81.3	52.9	64.1
MiniCPM-V-2_6 2025.06	75.3	40.8	52.9	73	57.8	64.5	82.7	58.2	68.3	78.3	38.9	52	70.1	40.9	51.7	77.7	50.4	61.2
VILA1.5-40B 2025.06	74.5	42.3	54	76.1	55.8	64.4	82.1	53.4	64.7	79	37.9	51.2	73.1	39.8	51.6	78.3	47.6	59.2
Qwen2-VL-7B 2025.06	74.4	43.5	54.9	75.8	57.7	65.5	80.4	60.2	68.8	77.6	40.7	53.4	71.8	34.9	46.9	77.8	50.9	61.5
PLLAVA-34B 2025.06	72.3	33.5	45.8	73.2	44.6	55.4	78.3	46.6	58.4	73.6	27.9	40.4	65.6	26.5	37.7	74.9	38.5	50.9
Llama-3-VILA1.5-8B 2025.06	71.7	39.2	50.7	73.8	46.6	57.1	80.9	52.3	63.5	73.5	37.1	49.3	66.9	31.6	42.9	75.6	44.2	55.8
Qwen2-VL-72B 2025.06	71.4	45.8	55.8	75.9	57.9	65.7	80.9	60.8	69.4	78.7	42.5	55.2	73.2	37.7	49.7	77.7	52.1	62.4
PLLaVA-13B 2025.06	69.9	35.9	47.4	69.5	44	53.9	78	46.2	58	66.7	27.3	38.8	69.8	29.5	41.4	72.5	38.7	50.4
VILA1.5-13B 2025.06	69.4	39	50	70.5	50.3	58.7	79.3	51.6	62.5	74	34.6	47.2	66.8	35.2	46.1	73.9	44.4	55.4
InternVL2_5-78B 2025.06	65.3	38.2	48.2	67.7	44.7	53.8	76.4	49.8	60.3	73.5	31.8	44.4	55.6	32	40.6	70.6	41.6	52.4
InternVL2_5-26B 2025.06	65.2	37.1	47.3	67.6	43.4	52.8	75.6	49.1	59.5	73.6	31.5	44.1	54.4	32	40.3	70.6	41	51.8
InternVL2_5-8B 2025.06	65.1	36.5	46.8	65	42	51	76	48.7	59.4	72.1	30.3	42.7	54.7	31.7	40.1	69.6	40.1	50.8
InternVL2_5-38B 2025.06	65	37	47.1	68.2	44	53.5	75.7	48.9	59.5	73.8	31.7	44.4	56.2	31.7	40.6	70.6	41	51.8
PLLAVA-7B 2025.06	47.4	28.3	35.5	47.6	37.6	42	69	37.7	48.7	61.9	17.6	27.4	37.6	20.3	26.4	55.1	30.4	39.2