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ResearchFormerly WizWand

Online Video Question Answering on StreamingBench

84.47Overall Performance (OP)Qwen2VL-7B

Evaluation results

Method	Links
Qwen2VL-7B2026.02		84.47	83.59	77.6	83.28	78.12	80.37	70.37	74.39	66.86	30.05	74.2
LiveVLM-7B2026.02		81.47	78.13	83.28	79.08	69.57	74.14	75	69.11	67.71	40.41	72.92
LLaVA-OneVision-7B2026.02		80.38	74.22	76.03	80.72	72.67	71.65	67.59	65.45	65.72	45.08	71.12
Gemini 1.5 Pro2026.02		79.02	80.47	83.54	79.67	80	84.74	77.78	64.23	71.95	48.7	75.69
Qwen2.5-VL-7B2026.02		78.32	80.47	78.86	80.45	76.73	78.5	79.63	63.41	66.19	53.19	73.68
LLaVA-NeXT-Video-32B2026.02		78.2	70.31	73.82	76.8	63.35	69.78	57.41	56.1	64.31	38.86	66.96
Qwen2VL-7B2026.02		77.38	76.56	73.19	75.08	75	67.91	73.15	65.04	66.57	35.75	69
GPT-4o2026.02		77.11	80.47	83.91	76.47	70.19	83.8	66.67	62.19	69.12	49.22	73.28
Dispider-7B2026.02		74.92	75.53	74.1	73.08	74.44	59.92	76.14	62.91	62.16	45.8	67.63
ReKV-7B2026.02		74.39	78.91	78.55	77.12	68.32	67.91	67.59	62.6	64.31	44.56	69.08
Claude 3.5 Sonnet2026.02		73.33	80.47	84.09	82.02	75.39	79.53	61.11	61.79	69.32	43.09	72.44
MiniCPM-V2.6-8B2026.02		71.93	71.09	77.92	75.82	64.6	65.73	70.37	56.1	62.32	53.37	67.44
Kangaroo-7B2026.02		71.12	84.38	70.66	73.2	67.08	61.68	56.48	55.69	62.04	38.86	64.6
LongVA-7B2026.02		70.03	63.28	61.2	70.92	62.73	59.5	61.11	53.66	54.67	34.72	59.96
InternVL2-8B2026.02		68.12	60.94	69.4	77.12	67.7	62.93	59.26	53.25	54.96	56.48	63.72
InternVL2-2B2026.02		64.85	57.81	66.56	72.46	63.75	58.26	60.19	52.44	53.82	19.17	58.21
InternVL2-2B2026.02		58.58	50.78	59.62	66.89	57.5	49.22	52.78	48.37	47.31	18.13	52.08
Video-LLaMA2-7B2026.02		55.86	55.47	57.41	58.17	52.8	43.61	39.81	42.68	45.61	35.23	49.52
VideoLLM-online-8B2026.02		39.07	40.06	34.49	31.05	45.96	32.4	31.48	34.16	42.49	27.89	35.99
Flash-VStream-7B2026.02		25.89	43.57	24.91	23.87	27.33	13.08	18.52	25.2	23.87	48.7	23.23