Video Summarization on TVSum (5FCV)
0.229Kendall's TauVASTSum
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VASTSumEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.229 | 0.298 | |
| DMASumEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.203 | 0.267 | |
| SummDiffEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.195 | 0.255 | |
| CSTAEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.194 | 0.255 | |
| VSS-NetEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.19 | 0.249 | |
| SSPVSEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.181 | 0.238 | |
| MAAMEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.179 | 0.236 | |
| HumanEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.177 | 0.204 | |
| AAAMEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.169 | 0.223 | |
| VASNetEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.16 | 0.17 | |
| PGL-SUMEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.157 | 0.206 | |
| A2SummEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.137 | 0.165 | |
| iPTNetEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.134 | 0.163 | |
| DSNet-AFEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.113 | 0.138 | |
| DSNet-ABEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.108 | 0.129 | |
| CLIP-ItEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.108 | 0.147 | |
| AC-SUM-GANEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.031 | 0.041 | |
| SUM-GANEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0.024 | 0.031 | |
| RandomEvaluation Protocol=5FCV, Summary Budget=15%, Scoring=shot-level, Optimization=0/1 knapsack2026.05 | 0 | 0 |