QVHighlights
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
QVHighlights (test)
78.52R@1 (IoU=0.5)
235
QVHighlights (test)
71.01HIT@1
167
QVHighlights (val)
78.65R@1 (IoU=0.5)
73
QVHighlights (test)
74.11mAP (IoU=0.5)
64
QVHighlights (val)
88.4HIT@1
45
QVHighlights
82.9R1@0.5
44
QVHighlights (val)
52.84mAP (Avg)
37
QVHighlights
0.453mAP
32
QVHighlights TimeLens
84.1R1@0.3
20
QVHighlights v1 (test)
76.59R1@0.5
19
QVHighlights TimeLens-Bench (test)
84.1R1@0.3
17
QVHighlights (test)
40.67mAP (Avg)
17
QVHighlights TimeLens (test)
84.1Recall @ IoU=0.3
17
QVHighlights
70.4Score
16
QVHighlights
80.1R1@0.5
15
QVHighlights TimeLens-Bench
84.1R1@0.3
12
QVHighlights (test)
66.7R1@0.5
12
QVHighlights v1 (test)
40.33mAP
11
QVHighlights zero-shot transfer
29.7mAP (zero-shot)
8
QVHighlights (test)
53.7mAP
8
QVHighlights 1.0 (val)
78.84R@1 (IoU=0.5)
7
QVHighlights
70.5R@1 (IoU=0.5)
5
QVHighlights original (test)
78.4R@0.3
5
QVHighlights TimeLens refined (test)
78.2R1@0.3
5
QVHighlights (test)
80AUROC
4