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Streaming Video Understanding on StreamBench

54.9Accuracy

Qwen2.5-VL-7B

Updated 1mo ago

Evaluation Results

Method	Links
Qwen2.5-VL-7B 2026.06		54.9	-	-	-	-	-	-	-
ViCoStream 2026.06		54.07	-	-	-	-	-	-	-
ViCoStream 2026.06		53.68	-	-	-	-	-	-	-
ViCoStream 2026.06		53.51	-	-	-	-	-	-	-
ViCoStream 2026.06		53.51	-	-	-	-	-	-	-
ViCoStream 2026.06		51.01	-	-	-	-	-	-	-
ViCoStream 2026.06		50.97	-	-	-	-	-	-	-
ViCoStream 2026.06		50.53	-	-	-	-	-	-	-
ViCoStream 2026.06		50.42	-	-	-	-	-	-	-
ViCoStream 2026.06		49.94	-	-	-	-	-	-	-
ViCoStream 2026.06		49.72	-	-	-	-	-	-	-
ViCoStream 2026.06		49.14	-	-	-	-	-	-	-
ViCoStream 2026.06		49.06	-	-	-	-	-	-	-
Qwen2.5-VL-3B 2026.06		48.37	-	-	-	-	-	-	-
ViCoStream 2026.06		47.66	-	-	-	-	-	-	-
ViCoStream 2026.06		47.52	-	-	-	-	-	-	-
ViCoStream 2026.06		46.35	-	-	-	-	-	-	-
ViCoStream 2026.06		46.09	-	-	-	-	-	-	-
GPT-4o 2026.04		-	60.5	61.2	64.4	72.3	93.9	74.7	71
LLaMA-VID 2026.04		-	33.9	38.2	44.1	58.4	76.9	57.1	51.2
LLaVA-Hound 2026.04		-	37.6	43.2	53.4	55.7	76.3	62	54.7
LongVA 2026.04		-	41.1	47.4	57.6	59.8	80.7	66.1	52.4
MiniCMP-v2.6 2026.04		-	37.6	51.9	43.7	65.7	66.2	64.2	56.6
VILA-1.5 2026.04		-	36.1	44.4	50.8	68.3	78.6	65.5	57.1
InternVL-V2 2026.04		-	38.5	46.6	50.9	67.6	81	62.2	57.6
InternLM-XCP2.5 2026.04		-	38.8	43.3	50.8	65.6	88.4	60.5	57.7
MovieChat 2026.04		-	18.6	20.4	26.5	42.3	67.2	35.8	35.3
FreeVA 2026.04		-	35.6	37.5	43.7	58.8	84	53.7	56.3
Video-online 2026.04		-	41.4	48.8	52.9	62.7	69.2	64.1	56.4
Flash-VStream 2026.04		-	37.1	44.5	48.6	58.1	66.4	59.2	52.1
StreamChat 2026.04		-	40.7	43.6	47.1	63	89.1	73.8	59.5
Qwen2.5-VL-7B 2026.04		-	36.1	41.3	41	50.5	76.5	62.3	51.1
Qwen2.5-VL-7B + OASIS 2026.04		-	35.9	39.4	44.1	54.5	76.9	64.9	52.4
Qwen3-VL-8B 2026.04		-	33.8	50.5	47.8	69.4	73.5	62.6	56
Qwen3-VL-8B + OASIS 2026.04		-	47	53.6	54.3	71.7	86.1	67.6	62.1