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ResearchFormerly WizWand

Readiness-aware streaming understanding on ProReady-QA

74.3SSR AccuracyStreamReady

Evaluation results

Method	Links
StreamReady2026.03		74.3	78	63.3	73	39.6	68	61.2	68	43.5	59	56.4	69	53
StreamBridge2026.03		72.2	72	59.7	65	31.9	43	60.3	57	41.4	49	53.1	60	42
LLaVA-OneVision2026.03		71.8	48	58.2	53	22.3	45	39.4	24	34.8	18	45.3	38	29
Flash-VStream2026.03		71.4	61	60.3	59	22.4	31	42.8	48	21.4	35	43.7	47	34
InfiniPot-V2026.03		69.4	50	60.8	52	34.2	54	58.3	42	37.2	35	52	47	36
Qwen-2-VL2026.03		67.9	32	53.1	39	20.7	31	35.1	52	30.3	28	41.4	34	20
ViSpeak2026.03		67.5	61	55.2	54	25.3	27	48.2	49	27.3	23	44.7	43	31
LLaVA-NeXT-Video2026.03		67.4	47	58.3	41	24.3	42	40.3	31	21.8	38	42.4	40	31
HierarQ2026.03		67.4	32	55.8	45	28.7	44	45.2	38	32.8	43	46	40	27
StreamForest2026.03		65.8	41	57.4	51	24.4	24	49.2	29	32.3	40	45.8	37	27
MiniCPM-V 2.62026.03		62.7	56	54.2	62	24.5	35	32.7	43	23.4	35	39.5	46	23
InternVL22026.03		57.2	17	51.7	39	24.3	43	29.4	39	31.8	49	38.9	37	20
VideoLLM-online2026.03		53.2	30	51.1	38	18.3	12	30.5	34	24.9	44	29.6	32	18
Dispider2026.03		47.2	59	52.3	55	20.3	20	34.2	33	27.2	41	36.2	42	27