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Ad-hoc Video Search on TRECVID (TV16) 2016 (test)

17.3infAPSEA + Dual Encoding
-0.65044.00988.6713.3302Sep 10, 2020Nov 23, 2020Feb 6, 2021Apr 22, 2021Jul 6, 2021Sep 19, 2021Dec 3, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SEA + Dual Encodingfusion_type=Late Average Fusion2020.1117.3
SEA + SEAfusion_type=Late Average Fusion, models=SEA({BoW,w2v}) + SEA({BoW,w2v,bi-GRU})2020.1116.6
Dual Encoding2020.1116.5
SEAsentence_encoders=BoW, w2v, bi-GRU2020.1116.4
W2VV++2020.1116.2
Extended Dual Encoding2020.1115.9
SEAsentence_encoders=BoW, w2v2020.1115.7
Dual EncodingBackbone=ResNeXt-ResNet2020.0915.2
W2VV++Backbone=ResNeXt-ResNet2020.0915.1
W2VVBackbone=ResNeXt-ResNet2020.0914.9
VSE++2020.1113.5
VSE++Backbone=ResNeXt-ResNet2020.0913.5
VideoStorysentence_encoder=BoW2020.118.7
VideoStory2020.098.7
CEBackbone=ResNeXt-ResNet2020.097.4
Markatopoulou et al.2020.096.4
Rank 1context=TRECVID 2016 Finalist2020.115.4
Rank 1 finalist2020.095.4
Rank 2context=TRECVID 2016 Finalist2020.115.1
Rank 2 finalist2020.095.1
Rank 3context=TRECVID 2016 Finalist2020.114
Rank 3 finalist2020.094
LAFF-mltraining_split=MV-test1k2021.120.222
LAFFtraining_split=MV-test1k2021.120.211
CLIP-FTtraining_split=MV-test1k2021.120.191
CLIP2Videotraining_split=MV-test1k2021.120.176
Rank 12021.120.054
Rank 22021.120.051
Rank 32021.120.04