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ResearchFormerly WizWand

Video Summarization on SumMe (test)

57.1F-scorePGL-SUM
37.8642.85547.8552.845Aug 19, 2020Jun 8, 2021Mar 28, 2022Jan 15, 2023Nov 4, 2023Aug 23, 2024Jun 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PGL-SUMDoesn't require training data=false, Text-queryable=false2025.0657.1
Prompts-to-SummariesDoesn't require training data=true, Text-queryable=true2025.0656.84
A2SummDoesn't require training data=false, Text-queryable=false2025.0655
STeMI (Few-shot)Doesn't require training data=false, Text-queryable=false2025.0654.65
iPTNetDoesn't require training data=false, Text-queryable=false2025.0654.5
DMASumSetting=Canonical2020.0854.3
CLIP-ItDoesn't require training data=false, Text-queryable=true2025.0654.2
DMASumSetting=Augmented2020.0854.1
SegSumDoesn't require training data=false, Text-queryable=false2025.0654.07
DMASumSetting=Transfer2020.0852.2
CSNetSetting=Augmented2020.0852.1
RS-SUMDoesn't require training data=false, Text-queryable=false2025.0652
CSNetSetting=Canonical2020.0851.3
AC-SUM-GANDoesn't require training data=false, Text-queryable=false2025.0650.8
Contrastive (Zero-Shot)Doesn't require training data=true, Text-queryable=false2025.0647.2
SASUMsupData Setting=Canonical2021.0945.3
CSNetSetting=Transfer2020.0845.1
RandomDoesn't require training data=true, Text-queryable=false2025.0644.89
HMTData Setting=Augmented2021.0944.8
A-AVSData Setting=Augmented2021.0944.6
HMTData Setting=Canonical2021.0944.1
DR-DSNSetting=Augmented2020.0843.9
A-AVSData Setting=Canonical2021.0943.9
dppLSTM-attData Setting=Canonical2021.0943.8
SUM-GANSetting=Augmented2020.0843.6
vsLSTM-attData Setting=Canonical2021.0943.2
DPP-LSTMSetting=Augmented2020.0842.9
DR-DSNSetting=Transfer2020.0842.6
VASNetData Setting=Augmented2021.0942.5
VASNetData Setting=Canonical2021.0942.4
DR-DSNSetting=Canonical2020.0842.1
SUM-GANSetting=Canonical2020.0841.7
DPP-LSTMSetting=Transfer2020.0840.7
SASUMData Setting=Canonical2021.0940.6
DPP-LSTMSetting=Canonical2020.0838.6