OpenCodePapers
temporal-action-localization-on-multithumos
Action Localization
Temporal Action Localization
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Average mAP
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ModelName
ReleaseDate
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Temporal Action Localization with Enhanced Instant Discriminability
✓ Link
37.5
57.7
42.7
24.3
TriDet (VideoMAEv2)
2023-09-11
Dual DETRs for Multi-Label Temporal Action Detection
32.64
53.42
47.41
35.18
20.18
4.02
DualDETR (I3D-rgb)
2024-03-31
Temporal Action Localization with Enhanced Instant Discriminability
✓ Link
30.7
49.1
34.3
17.8
TriDet (I3D-rgb)
2023-09-11
TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization
✓ Link
29.9
49.1
47.5
44.3
39.4
33.4
26.5
17.4
9.1
2.24
TemporalMaxer
2023-03-16
PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points
✓ Link
23.5
42.3
39.7
35.8
30.9
24.9
18.5
12.0
5.6
1.4
PointTAD
2022-10-20
PDAN: Pyramid Dilated Attention Network for Action Detection
✓ Link
17.3
PDAN
2021-01-05
MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection
✓ Link
16.2
MS-TCT
2021-12-07
Modeling Multi-Label Action Dependencies for Temporal Action Localization
✓ Link
14.2
MLAD
2021-03-04
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