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Charades

Benchmarks

Task NameDataset NameSOTA ResultTrend
Temporal Video GroundingCharades-STA (test)
Recall@IoU=0.597
117
Video GroundingCharades-STA
R@1 IoU=0.575.3
113
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
Video Moment RetrievalCharades-STA
R1@0.571.26
44
Video ClassificationCharades
mAP59.8
38
Temporal Video GroundingCharades-STA
Rank-1 Recall (IoU=0.5)68.5
33
Temporal GroundingCharades-STA
mIoU63.7
33
Action DetectionCharades (test)
PAC30
27
Activity DetectionCharades (val)
mAP26.95
21
Text-to-video RetrievalCharades (test)
R@126.7
19
Activity DetectionCharades (test)
mAP27.8
19
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
Multi-label video classificationCharades 12 fps setting (test)
mAP66.3
15
Action RecognitionCharades v1 (val)
mAP47.7
15
Multi-label Temporal Action SegmentationCharades 1.0 (test)
Seg-mAP28.6
14
Multi-label Temporal Action LocalizationCharades per-frame 51
mAP23.7
14
Video Temporal GroundingCharades-TimeLens
R1@0.376.6
13
Multi-label video classificationCharades (val)
mAP44.9
12
Showing 25 of 71 rows