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ResearchFormerly WizWand

Video Summarization on TVSum (5FCV)

0.229Kendall's TauVASTSum
-0.009160.052670.11450.17633May 10, 2026
Updated 6mo ago

Evaluation results

MethodLinks
VASTSumEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.2290.298
DMASumEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.2030.267
SummDiffEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1950.255
CSTAEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1940.255
VSS-NetEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.190.249
SSPVSEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1810.238
MAAMEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1790.236
HumanEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1770.204
AAAMEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1690.223
VASNetEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.160.17
PGL-SUMEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1570.206
A2SummEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1370.165
iPTNetEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1340.163
DSNet-AFEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1130.138
DSNet-ABEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1080.129
CLIP-ItEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.1080.147
AC-SUM-GANEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.0310.041
SUM-GANEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.050.0240.031
RandomEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.0500