Visual Question Answering on VQA-CP v1 (test) benchmark leaderboard · SOTA2 Research

Visual Question Answering on VQA-CP v1 (test)

76.78Accuracy (Overall)TPCL_Fix↑

Evaluation Results

Method	Links
TPCL_Fix↑2024.11		76.78	90.74	72.22	64.72
TPCL_Dyn↑2024.11		76.15	93.93	62.62	63.91
PDGH2024.11		64.56	89.56	47.35	46.01
GenB2022.08		62.74	86.18	43.85	47.03
GENB2024.11		62.74	86.18	43.85	47.03
LBCL2024.11		61.57	84.48	42.84	46.32
LMH-CSS2020.03		60.95	85.6	40.57	44.62
CSS2022.08		60.95	85.6	40.57	47.03
CF-VQA(SUM)2022.08		57.39	88.46	14.8	43.61
CF-VQA(SUM)2022.08		57.03	89.02	17.08	41.27
LMH2020.03		55.27	76.47	26.66	45.68
LMH2022.08		55.27	76.47	26.66	45.68
LXMERT2024.11		52.82	54.08	25.05	62.72
RUBi2020.03		50.9	80.83	13.84	36.02
RUBi2022.08		50.9	80.83	13.84	36.02
RUBi2019.06		46.93	66.78	20.98	43.64
RUBi2019.06		46.08	75	13.3	30.49
GRL2020.03		45.69	77.64	13.21	26.97
RUBi2019.06		44.81	69.65	14.91	32.13
AdvReg2019.06		43.43	74.16	12.44	25.32
AReg2022.08		43.43	74.16	12.44	25.32
AReg2020.03		41.17	65.49	15.48	35.48
UpDn2020.03		39.74	42.27	11.93	46.05
GVQA2020.03		39.23	64.72	11.87	24.86
GVQA2019.06		39.23	64.72	11.87	24.86
GVQA2022.08		39.23	64.72	11.87	24.86
UpDn2024.11		37.96	42.79	12.41	42.53
UpDn2019.06		37.15	41.13	12.73	43
Baseline2019.06		37.13	41.96	12.54	41.35
S-MRL2022.08		36.38	42.72	12.59	40.35
UpDn2022.08		36.38	42.72	42.14	40.35
SAN2022.08		32.5	36.86	12.47	36.22
SAN2019.06		26.88	35.34	11.34	24.7