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Open-Ended Visual Question Answering on VQA 1.0 (test-standard)

67.36Overall Accuracy

MUTAN

Updated 2d ago

Evaluation Results

Method	Links
MUTAN 2017.05		67.36	84.91	-	58.35	39.79
MUTAN 2017.05		66.96	84.39	-	58.2	38.7
MLB 2017.05		66.89	84.61	-	57.79	39.07
MCB 2017.05		66.5	83.2	-	58	39.5
Dual-MFA 2017.11		66.09	83.37	-	56.89	40.39
MLB 2017.11		65.07	84.02	-	54.77	37.9
Ours 2017.04		64.6	82	-	55.2	39.1
DAN 2016.11		64.2	82.8	38.1	54	-
DAN 2017.04		64.2	82.8	-	54	38.1
VQA-Machine 2017.11		63.3	81.4	-	53.2	38.2
RAU 2016.11		63.2	81.7	38.2	52.8	-
RAU 2017.04		63.2	81.7	-	52.8	38.2
HieCoAtt 2016.11		62.1	-	-	-	-
HieCoAtt 2017.04		62.1	-	-	-	-
HieCoAtt 2017.05		62.1	-	-	-	-
HieCoAtt 2017.11		62.06	79.95	-	51.95	38.22
MRN 2017.05		61.84	82.39	-	49.41	38.23
MRN 2017.11		61.84	82.39	-	49.41	38.23
MRN 2016.11		61.8	82.4	38.2	49.4	-
MRN 2017.04		61.8	82.4	-	49.4	38.2
QRU 2017.11		60.76	-	-	-	-
DMN+ 2016.11		60.4	-	-	-	-
DMN+ 2017.04		60.4	-	-	-	-
DMN+ 2017.11		60.36	80.43	-	48.33	36.82
FDA 2017.11		59.54	81.34	-	46.1	35.67
ACK 2017.05		59.44	81.07	-	45.83	37.12
ACK 2016.11		59.4	81.1	37.1	45.8	-
ACK 2017.04		59.4	81.1	-	45.8	37.1
D-NMN 2017.05		59.4	-	-	-	-
SAN 2016.11		58.9	-	-	-	-
SAN 2017.04		58.9	-	-	-	-
SAN 2017.05		58.9	-	-	-	-
SAN 2017.11		58.85	79.11	-	46.42	36.41
NMN 2016.11		58.7	-	-	-	-
NMN 2017.04		58.7	-	-	-	-
Ask Your Neur. 2017.05		58.43	78.24	-	46.32	36.27
SMem 2-hop 2017.05		58.24	80	-	43.48	37.53
SMem 2017.11		58.24	80.8	-	43.48	37.53
VQA team 2016.11		58.2	80.6	36.5	43.7	-
VQA team 2017.04		58.2	80.6	-	43.7	36.5
DPPnet 2016.11		57.4	80.3	36.9	42.2	-
DPPnet 2017.11		57.36	80.28	-	42.24	36.92
DPPnet 2015.12		57.36	80.28	-	42.24	36.92
ACK 2015.12		55.98	79.05	-	40.61	36.1
iBOWIMG 2016.11		55.9	76.8	35	42.6	-
iBOWING 2017.11		55.89	76.76	-	42.62	34.98
iBOWIMG 2015.12		55.89	76.76	-	42.62	34.98
NMN+LSTM 2015.12		55.1	-	-	-	-
LSTM Q+I 2017.11		54.06	79.01	-	36.8	35.55
LSTMIMG 2015.12		54.06	-	-	-	-