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ResearchFormerly WizWand

Visual Question Answering on CLEVR-Humans (test)

81.7AccuracyMDETR
25.33239.96654.669.234Sep 22, 2017Apr 28, 2018Dec 3, 2018Jul 10, 2019Feb 13, 2020Sep 19, 2020Apr 26, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MDETRfine-tuned=true2021.0481.7
MACfine-tuned=true2021.0481.5
CNN+GRU+FiLMTraining Protocol=Train CLEVR, fine-tune human2017.0975.9
FiLMfine-tuned=true2021.0475.9
NS-VQAfine-tuned=false, external program annotations=true2021.0467.8
PG+EE (18K prog.)Training Protocol=Train CLEVR, fine-tune human2017.0966.6
MDETRfine-tuned=false2021.0459.9
CNN+LSTM+SA+MLPTraining Protocol=Train CLEVR, fine-tune human2017.0957.6
MACfine-tuned=false2021.0457.4
CNN+GRU+FiLMTraining Protocol=Train CLEVR2017.0956.6
FiLMfine-tuned=false2021.0456.6
PG+EE (18K prog.)Training Protocol=Train CLEVR2017.0954
CNN+LSTM+SA+MLPTraining Protocol=Train CLEVR2017.0950.4
CNN+LSTMTraining Protocol=Train CLEVR, fine-tune human2017.0943.2
CNN+LSTMTraining Protocol=Train CLEVR2017.0937.7
LSTMTraining Protocol=Train CLEVR, fine-tune human2017.0936.5
LSTMTraining Protocol=Train CLEVR2017.0927.5