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TACOS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Video Moment RetrievalTACoS (test)
Recall@1 (0.5 Threshold)44.31
111
Video GroundingTACOS
Recall@1 (IoU=0.5)46.79
45
Temporal Sentence GroundingTACoS (test)
R@1 (IoU=0.5)43.69
37
Temporal Video GroundingTACoS
Recall@1 (tIoU=0.5)47.04
27
Moment RetrievalTACOS (test)
Recall@1 (IoU=0.5)55.77
23
Video GroundingTACOS
IoU@0.529.07
19
Video Temporal GroundingTACoS
Recall@1 (IoU=0.5)55.14
18
Natural Language Video GroundingTACoS (val)
Recall@1 (IoU=0.3)59.59
16
Single-sentence video groundingTACOS
IoU @ 0.5 Threshold37.57
16
Moment RetrievalTACoS
mIoU43.1
14
Temporal Video GroundingTACoS C3D features (val)
Recall@1 (IoU=0.5)29.56
12
Video Moment RetrievalTACOS
Recall@1 (IoU=0.5)35.87
11
Video Paragraph GroundingTACoS
Recall@0.176.28
11
Video Moment RetrievalTACoS 2013 (test)
Recall@1 (IoU=0.3)48.72
10
Natural Language Video LocalizationTACoS (test)
IoU @ 0.524.27
10
Video Temporal GroundingTACoS
R@0.541.97
9
Temporal Video GroundingTACoS
Recall@1 (IoU@0.3)58.89
9
Video GroundingTACoS (test)
Recall@1 (IoU=0.5)23.17
8
Video Temporal GroundingTACOS
R@0.351.4
7
Video Temporal GroundingTACoS (test)
R@5 (IoU=0.3)85.88
5
Multi-sentence video groundingTACOS (test)
IoU @ 0.348.29
5
Video Paragraph GenerationTACOS-MultiLevel
BLEU-433.8
5
Video descriptionTACoS multilevel 48
BLEU-428.8
5
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