Video Question Answering on AGQA v2 (test) benchmark leaderboard · SOTA2 Research

Video Question Answering on AGQA v2 (test)

57.8Object-relationIPRM

Evaluation Results

Method	Links
IPRM2024.11		57.8	—	—	48	75.6	62.4	50.7	20	60.4	58.6	62.8
VideoDistill2024.04		56.32	55.09	55.12	43.3	51.19	55.74	49.08	10.16	55.8	—	—
GF2024.11		55	—	—	44.6	53.2	59.1	52.8	14.2	55.1	56.1	62.3
GF(sup)2024.01		54.96	—	—	44.62	53.24	59.13	52.8	14.17	55.08	56.07	54.17
GF(uns)2024.01		54.31	—	—	42.9	51.97	58.08	52.02	16.38	54.59	55.66	53.52
GF(uns)2024.01		52.93	—	—	42.78	53.03	58.31	50.86	22.08	53.33	53.06	53.61
MIST2024.11		51.7	—	—	42.1	67.2	60.3	54.6	19.7	54.4	56.1	54.2
MIST-CLIP2022.12		51.68	67.18	68.99	42.05	67.24	60.33	54.62	19.69	54.39	—	—
MIST2024.01		51.68	—	—	42.05	67.24	60.33	54.62	19.69	54.39	50.56	58.28
MIST-CLIP2024.04		51.68	67.18	68.99	42.05	67.24	60.33	54.62	19.69	54.39	—	—
MIST-AIO2022.12		51.43	54.67	55.37	41.34	53.14	53.49	47.48	20.18	50.96	—	—
Temp[ATP]2024.11		51.2	—	—	39.8	48.3	51.8	49.6	19	49.8	50.6	58.3
Temp[ATP]2022.12		50.15	49.76	46.25	39.78	48.25	51.79	49.59	18.96	49.79	—	—
Temp2024.01		50.15	—	—	39.78	48.25	51.79	49.59	18.96	49.79	—	—
Temp[ATP]2024.04		50.15	49.76	46.25	39.78	48.25	51.79	49.59	18.96	49.79	—	—
AIO2022.12		48.34	48.99	49.66	37.53	49.61	50.81	45.36	18.97	48.59	—	—
AIO2024.01		48.34	—	—	37.53	49.61	50.81	45.36	18.97	48.59	—	—
AIO2024.04		48.34	48.99	49.66	37.53	49.61	50.81	45.36	18.97	48.59	—	—
All-in-One2024.11		48.2	—	—	37.5	49.6	50.8	45.4	19	48.6	—	—
HCRN2022.12		40.33	49.86	49.85	33.55	49.7	50.01	43.84	5.52	42.11	—	—
HCRN2024.01		40.33	—	—	33.55	49.7	50.01	43.84	5.52	42.11	36.34	47.97
HCRN2024.04		40.33	49.86	49.85	33.55	49.7	50.01	43.84	5.52	42.11	—	—
HCRN2024.11		40.3	—	—	33.6	49.7	50	43.8	5.5	42.1	—	48
PSAC2022.12		37.84	49.95	50	33.2	49.78	49.94	45.21	4.14	40.18	—	—
PSAC2024.04		37.84	49.95	50	33.2	49.78	49.94	45.21	4.14	40.18	—	—
HME2022.12		37.42	49.9	49.97	33.21	49.77	49.96	47.03	5.43	39.89	—	—
HME2024.01		37.42	—	—	33.21	49.77	49.96	47.03	5.43	39.89	31.01	48.91
HME2024.04		37.42	49.9	49.97	33.21	49.77	49.96	47.03	5.43	39.89	—	—
Most Likely2022.12		9.39	50	50	21.01	49.78	50	24.27	5.52	10.99	—	—
Most Likely2024.04		9.39	50	50	21.01	49.78	50	24.27	5.52	10.99	—	—