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ResearchFormerly WizWand

Movie Fill-in-the-Blank on LSMDC 2016 (test)

68.7AccuracyHuman
28.6639.05549.4559.845Oct 10, 2016Oct 23, 2017Nov 6, 2018Nov 20, 2019Dec 2, 2020Dec 16, 2021Dec 30, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Human2018.0868.7
LAVENDER#PT Data=5M2022.1256.9
HiTeA#PT Data=5M2022.1254.6
HiTeA#PT Data=17M2022.1254.5
Clover#PT Data=5M2022.1254.1
VIOLET#PT Data=183M2022.1253.7
MERLOT#PT Data=180M2022.1252.9
JSFusion2018.0845.52
JSFusion-noaudioAudio=false2018.0845.26
JSFusion-noattentionAttention=false2018.0844.5
JSTmeanFusion=mean2018.0844.2
JSFusion-VGG-noaudioBackbone=VGG, Audio=false2018.0844.2
JSTlstmFusion=lstm2018.0843.7
LR/RL LSTMsEnsemble=true2018.0843.5
JSTfcFusion=fc2018.0842.9
CT-SANModel Configuration=Ensemble2016.1042.7
CT-SANModel Configuration=Single2016.1041.9
CT-SAN2018.0841.9
MLB2018.0841.6
JSTmaxFusion=max2018.0841.3
LR/RL LSTMs2018.0840.9
SNUVLModel Configuration=Ensemble2016.1040.7
SNUVLModel Configuration=Single2016.1038
SNUVL2018.0838
Base-SANModel Configuration=Ensemble2016.1036.9
GoogleNet-2D + C3DBackbone=GoogleNet-2D + C3D2018.0835.7
Base-SANModel Configuration=Single2016.1034.5
Merging-LSTM2016.1034.2
Merging-LSTM2018.0834.2
Ask Your Neurons2018.0833.2
Text-only BLSTMInput=Text-only2018.0832
Simple-BLSTM2016.1031.6
Simple-LSTM2016.1030.9
Text-only HumanInput=Text-only2018.0830.2