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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
R@0.575
88
Video Moment RetrievalCharades STA (test)
Recall@1 (IoU=0.5)70.65
77
Action RecognitionCharades (val)
mAP63.6
69
Action RecognitionCharades
mAP0.6229
64
Action RecognitionCharades (test)
mAP0.663
53
Activity DetectionCharades localize v1
mAP28.6
52
Action RecognitionCharades v1 (test)
mAP45.2
52
Temporal Video GroundingCharades-STA
Rank-1 Recall (IoU=0.5)70.3
47
Video Moment RetrievalCharades-STA
R1@0.571.26
44
Video ClassificationCharades
mAP59.8
38
Action DetectionCharades (test)
PAC30
27
Video Temporal GroundingCharades-TimeLens
R1@0.376.6
24
Temporal GroundingCharades-CON
Ground Score83.3
21
Activity DetectionCharades (val)
mAP26.95
21
Video GroundingCharadesSTA
Accuracy (CharadesSTA)61.4
19
Text-to-video RetrievalCharades (test)
R@126.7
19
Activity DetectionCharades (test)
mAP27.8
19
Video Temporal GroundingCharades-STA g43_s7 (test)
R@0.560.6
18
Video RetrievalCharades-STA (evaluation)
R@12.7
17
Temporal GroundingCharades
mIoU67.7
15
Person IdentificationCharades-AB (same-activity)
Rank 145.84
15
Temporal Activity DetectionCharades v1_localize (val)
mAP28.79
15
Multi-label Video ClassificationCharades
mAP50.4
15
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