List your company
ResearchFormerly WizWand

Video Summarization on SumMe (TVT)

0.282Kendall's TauTripleSumm
-0.011280.064860.1410.21714Mar 1, 2026Mar 12, 2026Mar 24, 2026Apr 5, 2026Apr 16, 2026Apr 28, 2026May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TripleSummTraining Mode=MoSu (pre-trained on MoSu and fine-tuned on target dataset)2026.030.2820.314
TripleSummTraining Mode=Full (trained on each respective dataset)2026.030.2650.296
CSTA2026.030.2460.274
UMT2026.030.2410.268
Joint-VA2026.030.230.256
HumanSplit Protocol=TVT, Summary Budget=15%2026.050.2050.213
PGL-SUM2026.030.1920.213
SSPVS2026.030.1920.257
TripleSummtraining=Pre-trained on MoSu and fine-tuned, variant=MoSu2026.030.1720.192
TripleSummTraining Mode=MoSu (pre-trained on MoSu and fine-tuned on target dataset)2026.030.1720.192
TripleSumm (MoSu)Modality=Full, Pre-training=MoSu, Training Strategy=Pre-trained on MoSu and fine-tuned on each target dataset2026.030.1720.192
TripleSummtraining=Trained on target dataset, variant=Full2026.030.1620.187
TripleSummTraining Mode=Full (trained on each respective dataset)2026.030.1620.187
TripleSumm (Full)Modality=Full, Training Strategy=Trained on each respective dataset2026.030.1620.187
VASNet2026.030.160.17
VASTSumSplit Protocol=TVT, Summary Budget=15%2026.050.1570.161
UMT2026.030.1480.165
UMT2026.030.1480.165
UMT2026.030.1480.165
SSPVS2026.030.1420.157
SSPVS2026.030.1420.157
SSPVS2026.030.1420.157
CSTA2026.030.1330.148
CSTA2026.030.1330.148
CSTA2026.030.1330.148
SummDiffSplit Protocol=TVT, Summary Budget=15%2026.050.1330.148
Joint-VA2026.030.1170.129
Joint-VA2026.030.1170.129
Joint-VA2026.030.1170.129
A2Summ2026.030.1080.129
CSTASplit Protocol=TVT, Summary Budget=15%2026.050.1080.12
PGL-SUM2026.030.1040.116
PGL-SUM2026.030.1040.116
PGL-SUM2026.030.1040.116
PGL-SUMSplit Protocol=TVT, Summary Budget=15%2026.050.1040.116
VASNet2026.030.0890.099
VASNet2026.030.0890.099
VASNet2026.030.0890.099
VASNetSplit Protocol=TVT, Summary Budget=15%2026.050.0890.099
A2Summ2026.030.0880.096
A2Summ2026.030.0880.096
A2Summ2026.030.0880.096
A2SummSplit Protocol=TVT, Summary Budget=15%2026.050.0880.096
RandomSplit Protocol=TVT, Summary Budget=15%2026.0500