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Ad-hoc Video Search on TRECVID (TV18) 2018 (test)

14.7infAPLAFF-ml
7.949.69511.4513.205Sep 10, 2020Nov 23, 2020Feb 6, 2021Apr 22, 2021Jul 6, 2021Sep 19, 2021Dec 3, 2021
Updated 8mo ago

Evaluation results

MethodLinks
LAFF-mltraining_split=MV-test1k2021.1214.7
LAFFtraining_split=MV-test1k2021.1213.7
SEAsentence_encoders=BoW, w2v2020.1112.8
SEA + Dual Encodingfusion_type=Late Average Fusion2020.1112.8
Extended Dual Encoding2020.1112.6
SEA + SEAfusion_type=Late Average Fusion, models=SEA({BoW,w2v}) + SEA({BoW,w2v,bi-GRU})2020.1112.6
SEAsentence_encoders=BoW, w2v, bi-GRU2020.1112.5
Rank 1context=TRECVID 2018 Finalist2020.1112.1
Rank 1 finalist2020.0912.1
Dual EncodingBackbone=ResNeXt-ResNet2020.0912.1
Rank 12021.1212.1
Dual Encoding2020.1111.7
CLIP2Videotraining_split=MV-test1k2021.1211.4
VSE++2020.1110.6
VSE++Backbone=ResNeXt-ResNet2020.0910.6
W2VV++Backbone=ResNeXt-ResNet2020.0910.6
CLIP-FTtraining_split=MV-test1k2021.1210.5
W2VVBackbone=ResNeXt-ResNet2020.0910.3
W2VV++2020.1110.1
Rank 2context=TRECVID 2018 Finalist2020.118.7
Rank 2 finalist2020.098.7
Rank 22021.128.7
CEBackbone=ResNeXt-ResNet2020.098.6
Rank 3context=TRECVID 2018 Finalist2020.118.2
Rank 3 finalist2020.098.2
Rank 32021.128.2