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Charades

Benchmarks

Task NameDataset NameSOTA ResultTrend
Temporal Video GroundingCharades-STA (test)
Recall@IoU=0.597
124
Video GroundingCharades-STA
R@1 IoU=0.575.3
113
Temporal GroundingCharades-STA
mIoU63.7
107
Video Moment RetrievalCharades STA (test)
Recall@1 (IoU=0.5)70.65
91
Action RecognitionCharades (val)
mAP63.6
69
Action RecognitionCharades
mAP0.6229
64
Video Moment RetrievalCharades-STA
R1@0.571.26
57
Action RecognitionCharades (test)
mAP0.663
53
Activity DetectionCharades localize v1
mAP28.6
52
Action RecognitionCharades v1 (test)
mAP45.2
52
Video Temporal GroundingCharades-STA
R@1 (IoU=0.5)56.2
48
Temporal GroundingCharades
mIoU41.85
48
Temporal Video GroundingCharades-STA
Rank-1 Recall (IoU=0.5)70.3
47
Video ClassificationCharades
mAP59.8
38
Video Temporal GroundingCharades-TimeLens
R1@0.376.6
31
Action DetectionCharades (test)
PAC30
27
Video Temporal GroundingCharades-STA
R@1 (IoU=0.5)75.27
24
Temporal Sentence GroundingCharades STA
Rank-1 Recall @ IoU=0.569.93
24
Video Temporal GroundingCharades
mIoU36.7
21
Temporal GroundingCharades-CON
Ground Score83.3
21
Activity DetectionCharades (val)
mAP26.95
21
Video Temporal GroundingCharades-STA
R1@0.5 Recall61.08
20
Video GroundingCharadesSTA
Accuracy (CharadesSTA)61.4
19
Text-to-video RetrievalCharades (test)
R@126.7
19
Activity DetectionCharades (test)
mAP27.8
19
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