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THUMOS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Temporal Action DetectionTHUMOS-14 (test)
mAP@tIoU=0.580.9
339
Temporal Action LocalizationTHUMOS14 (test)
AP @ IoU=0.578.2
319
Temporal Action LocalizationTHUMOS 14 (test)
mAP@0.383.6
308
Online Action DetectionTHUMOS14 (test)
mAP73.2
93
Temporal Action LocalizationTHUMOS 2014
mAP@0.3082.8
93
Temporal Action Proposal GenerationTHUMOS14 (test)
AR@5045.74
84
Action DetectionTHUMOS 2014 (test)
mAP (alpha=0.5)51.6
79
Temporal Action DetectionTHUMOS '14
mAP@0.383.6
71
Temporal Action LocalizationTHUMOS '14
mAP@0.382.1
44
Temporal Action Proposal GenerationTHUMOS 14
AR@5045.74
41
Temporal Action DetectionTHUMOS14 (test)
mAP69.6
37
Online Action DetectionTHUMOS '14
Mean F-AP71.6
37
Out-of-Distribution Action DetectionTHUMOS14
AUROC80.85
36
Temporal Action LocalizationTHUMOS'14 (test)
mAP@0.383.1
36
Temporal Action LocalizationTHUMOS 2014 (test)
mAP (theta=0.5)56.16
35
Temporal Action LocalizationTHUMOS14 v1.0 (50%-50%)
mAP (Avg)48.8
34
Action localizationTHUMOS14
mAP@0.551.9
34
Temporal Action Proposal GenerationTHUMOS14 1.3 (test)
AR@5042.44
30
Temporal Action LocalizationTHUMOS14 v1.0 (test)
mAP @ IoU 0.374.3
29
Action RecognitionTHUMOS 14 (test)
mAP84.7
26
Temporal Action LocalizationTHUMOS14 v1.0 (75%-25%)
mAP@0.361.4
25
Temporal Action DetectionTHUMOS 75% Seen / 25% Unseen 14
mAP@0.373.9
22
Temporal Action DetectionTHUMOS 50% Seen / 50% Unseen 14
mAP@0.369.6
22
Temporal Action DetectionTHUMOS14
mAP66.66
16
Action AnticipationTHUMOS 2014
mAP (Avg)61.9
14
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