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ActivityNet

Benchmarks

Task NameDataset NameSOTA ResultTrend
Temporal Action LocalizationActivityNet 1.3 (val)
AP@0.559.3
257
Text-to-Video RetrievalActivityNet
R@168.2
238
Temporal Action DetectionActivityNet v1.3 (val)
mAP@0.561.72
185
Temporal Action DetectionActivityNet 1.3
mAP@0.564.2
131
Video-to-Text RetrievalActivityNet
R@158.2
115
Temporal Action ProposalActivityNet v1.3 (val)
AUC69.71
114
Temporal Action LocalizationActivityNet 1.2 (val)
mAP@IoU 0.545.3
110
Text-to-Video RetrievalActivityNet (test)
R@179.2
108
Temporal Action DetectionActivityNet 1.3 (test)
Average mAP38.5
80
Temporal GroundingActivityNet Captions
Recall@1 (IoU=0.5)58.2
75
Video-to-Text RetrievalActivityNet (test)
R@171.9
63
Temporal action proposal generationActivityNet 1.3 (test)
AUC70.1
62
Video Temporal GroundingActivityNet Grounding
R@0.354.6
58
Text-to-Video RetrievalActivityNet Captions (val1)
R@148.9
58
Video Question AnsweringActivityNet (test)
Accuracy62.3
57
Temporal GroundingActivityNet
Recall@0.374.1
54
Dense Video CaptioningActivityNet Captions (val)
METEOR16.1
54
Early Action RecognitionActivityNet (test)
Top-1 Action Accuracy71.17
48
Temporal Action LocalizationActivityNet v1.3 (test)
mAP @ IoU=0.550.6
47
Dense Video CaptioningActivityNet Captions
METEOR10.03
43
Video GroundingActivityNet Captions
R@1 (IoU=0.5)54.83
43
Video-to-text retrievalActivityNet Captions
R@172.9
41
Action RecognitionActivityNet (test)
mAP94.3
38
Video RetrievalActivityNet-Captions (test)
R@113.1
38
Temporal Action LocalizationActivityNet 1.2 (test)
mAP@0.548.3
36
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