Video Summarization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
63.9F-score
13
Feb 26, 2026
54.3F1 Score
12
Feb 26, 2026
84.98F1 (Vid 1)
11
Feb 26, 2026
12.8Tau (τ)
10
Mar 4, 2026
61.4F1 Score
10
Feb 26, 2026
0.282Kendall's Tau
9
Mar 4, 2026
0.351Tau (τ)
9
Mar 4, 2026
2Rank
8
Feb 26, 2026
1Rank
8
Feb 26, 2026
0.78F1 Score
8
Feb 26, 2026
0.604F1 Score
8
Feb 26, 2026
46.88CIDEr
7
Jun 2, 2026
15.87Precision (%)
7
Feb 26, 2026
52.1F-Measure
7
Feb 26, 2026
40.77Obj Score
6
Mar 24, 2026
48.06Object Metric
6
Mar 24, 2026
36.75Object Coverage
6
Mar 24, 2026
55.14Obj Score
6
Mar 24, 2026
19.53Obj Coverage
6
Mar 24, 2026
50.27Object Score
6
Mar 24, 2026
79.99Object Score
6
Mar 24, 2026
50.63Object Score
6
Mar 24, 2026
67.5F1 Score
6
Feb 26, 2026
0.545F1 Score
6
Feb 26, 2026
4.184VSllm Score
5
Feb 26, 2026