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ResearchFormerly WizWand

Video Question Answering on EgoTaskQA (normal)

47.32Accuracy (World)VideoDistill

Evaluation results

Method	Links
VideoDistill2024.04		47.32	52.53	36.95	47.2	40.43	49.64	42.53	16.35	54.64	72.37	71.47	—	—	45.02
Glance-Focus2024.01		46.53	51.88	34.31	46.68	40.36	46.8	42.18	15.68	50.98	71.23	69.71	32.79	70.25	44.27
Glance-Focus2024.01		44.65	52.07	33.17	44.48	39	46.66	42.45	15.68	45.97	70.44	68.69	31.26	69.8	43.06
HCRN2024.01		44.27	49.77	31.36	43.48	36.56	48	40.6	14.92	45.31	68.28	67.38	30.23	69.42	42.2
HCRN2024.04		44.27	49.77	31.36	43.48	36.56	48	40.6	14.92	45.31	68.28	67.38	—	—	42.2
ClipBERT2024.01		42.15	40.94	27.63	38.45	31.5	46.75	42.39	22.91	21.8	54.36	66.58	27.7	67.52	39.87
ClipBERT2024.04		42.15	40.94	27.63	38.45	31.5	46.75	42.39	22.91	21.8	54.36	66.58	—	—	39.87
HME2024.04		41.91	48.92	27.98	41.45	35.88	44.13	38.85	14.99	36.05	63.44	68.87	—	—	40.16
PSAC2024.04		40.76	46.19	30.59	40.63	31.98	41.89	37.99	14.75	36.53	61.89	65.05	—	—	38.9
VisualBERT2024.01		39.73	44.51	26.29	41.99	30.37	41.99	37.42	15.02	23.26	59.2	68.27	24.62	68.08	37.93
VisualBERT2024.04		39.73	44.51	26.29	41.99	30.37	41.99	37.42	15.02	23.26	59.2	68.27	—	—	37.93
HGA2024.04		38.82	42.12	23.43	38.04	25.57	41.94	35.97	15.08	19.09	55.65	68.38	—	—	36.77