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Video Summarization on TVSum Canonical

60.9F-ScoreVJMHT
50.39653.12355.8558.577Nov 24, 2018May 31, 2019Dec 5, 2019Jun 10, 2020Dec 15, 2020Jun 21, 2021Dec 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
VJMHTSupervision Setting=Supervised2021.1260.9
re-SEQ2SEQSupervision Setting=Supervised2021.1260.3
HMTsplit=canonical2021.0960.1
RSGNSupervision Setting=Supervised2021.1260.1
ACGANSupervision Setting=Supervised2021.1259.4
GLRPESupervision Setting=Supervised2021.1259.1
CSNetLearning Strategy=Unsupervised2018.1158.8
HSA-RNNsplit=canonical2021.0958.7
HSA-RNNSupervision Setting=Supervised2021.1258.7
CSNetsupLearning Strategy=Supervised2018.1158.5
ACGANSupervision Setting=Unsupervised2021.1258.5
CSNetSupervision Setting=Supervised2021.1258.5
WS-HRLsplit=canonical2021.0958.4
PCDLSupervision Setting=Unsupervised2021.1258.4
WS-HRLSupervision Setting=Unsupervised2021.1258.4
DR-DSNsupLearning Strategy=Supervised2018.1158.1
DR-DSNsupsplit=canonical2021.0958.1
RSGNSupervision Setting=Unsupervised2021.1258
H-RNNsplit=canonical2021.0957.9
H-RNNSupervision Setting=Supervised2021.1257.9
DR-DSNLearning Strategy=Unsupervised, LSTM hidden layer size=2562018.1157.6
DR-DSNsplit=canonical2021.0957.6
DR-DSNSupervision Setting=Unsupervised2021.1257.6
VJMHTSupervision Setting=Unsupervised2021.1257.3
SUM-FCNSupervision Setting=Supervised2021.1256.8
GANsupLearning Strategy=Supervised2018.1156.3
SUM-GANsupsplit=canonical2021.0956.3
SUM-GANSupervision Setting=Supervised2021.1256.3
UnpairedVSNSupervision Setting=Unsupervised2021.1255.6
DPP-LSTMLearning Strategy=Supervised2018.1154.7
dppLSTMsplit=canonical2021.0954.7
dppLSTMSupervision Setting=Supervised2021.1254.7
Bi-LSTMLearning Strategy=Supervised2018.1154.2
vsLSTMsplit=canonical2021.0954.2
SUM-FCNSupervision Setting=Unsupervised2021.1252.7
GANdppLearning Strategy=Unsupervised2018.1151.7
SMILsplit=canonical2021.0951.3
SUM-GANsplit=canonical2021.0950.8
SUM-GANSupervision Setting=Unsupervised2021.1250.8