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ResearchFormerly WizWand

Video Summarization on TVSum (Augmented)

63.9F-scorere-SEQ2SEQ
56.82858.66460.562.336Nov 24, 2018May 31, 2019Dec 5, 2019Jun 10, 2020Dec 15, 2020Jun 21, 2021Dec 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
re-SEQ2SEQSupervision Setting=Supervised2021.1263.9
H-RNNsplit=augmented2021.0961.9
H-RNNSupervision Setting=Supervised2021.1261.9
VJMHTSupervision Setting=Supervised2021.1261.9
GANsupLearning Strategy=Supervised, LSTM hidden layer size=10242018.1161.2
SUM-GANsupsplit=augmented2021.0961.2
SUM-GANSupervision Setting=Supervised2021.1261.2
RSGNSupervision Setting=Supervised2021.1261.1
HMTsplit=augmented2021.0960.3
DR-DSNsupLearning Strategy=Supervised2018.1159.8
HSA-RNNsplit=augmented2021.0959.8
DR-DSNsupsplit=augmented2021.0959.8
HSA-RNNSupervision Setting=Supervised2021.1259.8
VJMHTSupervision Setting=Unsupervised2021.1259.7
DPP-LSTMLearning Strategy=Supervised2018.1159.6
dppLSTMsplit=augmented2021.0959.6
dppLSTMSupervision Setting=Supervised2021.1259.6
GANdppLearning Strategy=Unsupervised2018.1159.5
SUM-FCNSupervision Setting=Supervised2021.1259.2
RSGNSupervision Setting=Unsupervised2021.1259.1
CSNetLearning Strategy=Unsupervised2018.1159
SUM-GANsplit=augmented2021.0958.9
SUM-GANSupervision Setting=Unsupervised2021.1258.9
ACGANSupervision Setting=Unsupervised2021.1258.9
WS-HRLsplit=augmented2021.0958.5
WS-HRLSupervision Setting=Unsupervised2021.1258.5
DR-DSNLearning Strategy=Unsupervised, LSTM hidden layer size=2562018.1158.4
DR-DSNsplit=augmented2021.0958.4
DR-DSNSupervision Setting=Unsupervised2021.1258.4
Bi-LSTMLearning Strategy=Supervised2018.1157.9
vsLSTMsplit=augmented2021.0957.9
CSNetsupLearning Strategy=Supervised2018.1157.1
CSNetSupervision Setting=Supervised2021.1257.1