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Video Summarization on SumMe (Augmented)

52.1F-scoreCSNet
41.1844.01546.8549.685Nov 24, 2018May 31, 2019Dec 5, 2019Jun 10, 2020Dec 15, 2020Jun 21, 2021Dec 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CSNetLearning Strategy=Unsupervised2018.1152.1
VJMHTSupervision Setting=Supervised2021.1251.7
SUM-FCNSupervision Setting=Supervised2021.1251.1
VJMHTSupervision Setting=Unsupervised2021.1249
CSNetsupLearning Strategy=Supervised2018.1148.7
CSNetSupervision Setting=Supervised2021.1248.7
ACGANSupervision Setting=Unsupervised2021.1247
RSGNSupervision Setting=Supervised2021.1245.7
re-SEQ2SEQSupervision Setting=Supervised2021.1244.9
HMTsplit=augmented2021.0944.8
WS-HRLsplit=augmented2021.0944.5
WS-HRLSupervision Setting=Unsupervised2021.1244.5
DR-DSNsupLearning Strategy=Supervised2018.1143.9
DR-DSNsupsplit=augmented2021.0943.9
H-RNNsplit=augmented2021.0943.8
H-RNNSupervision Setting=Supervised2021.1243.8
GANsupLearning Strategy=Supervised2018.1143.6
SUM-GANsupsplit=augmented2021.0943.6
RSGNSupervision Setting=Unsupervised2021.1243.6
SUM-GANSupervision Setting=Supervised2021.1243.6
GANdppLearning Strategy=Unsupervised2018.1143.4
DPP-LSTMLearning Strategy=Supervised2018.1142.9
dppLSTMsplit=augmented2021.0942.9
dppLSTMSupervision Setting=Supervised2021.1242.9
DR-DSNLearning Strategy=Unsupervised, LSTM hidden layer size=2562018.1142.8
DR-DSNsplit=augmented2021.0942.8
DR-DSNSupervision Setting=Unsupervised2021.1242.8
HSA-RNNsplit=augmented2021.0942.1
HSA-RNNSupervision Setting=Supervised2021.1242.1
SUM-GANsplit=augmented2021.0941.7
SUM-GANSupervision Setting=Unsupervised2021.1241.7
Bi-LSTMLearning Strategy=Supervised2018.1141.6
vsLSTMsplit=augmented2021.0941.6