Datasets:
felixleungsc
/
paperswithcode-data-evaluation-tables

Dataset card Data Studio Files
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Video > Temporal Action Localization
ActivityNet-1.3
BMN
https://arxiv.org/abs/1907.09702v1
mAP IOU@0.75
34.78
Video > Temporal Action Localization
ActivityNet-1.3
BMN
https://arxiv.org/abs/1907.09702v1
mAP IOU@0.95
8.29
Video > Temporal Action Localization
ActivityNet-1.3
SSN
http://arxiv.org/abs/1703.02716v1
mAP IOU@0.5
39.12
Video > Temporal Action Localization
ActivityNet-1.3
SSN
http://arxiv.org/abs/1703.02716v1
mAP
32.26
Video > Temporal Action Localization
ActivityNet-1.3
P-GCN
https://arxiv.org/abs/1909.03252v1
mAP IOU@0.5
48.26
Video > Temporal Action Localization
ActivityNet-1.3
P-GCN
https://arxiv.org/abs/1909.03252v1
mAP
31.11
Video > Temporal Action Localization
ActivityNet-1.3
P-GCN
https://arxiv.org/abs/1909.03252v1
mAP IOU@0.75
33.16
Video > Temporal Action Localization
ActivityNet-1.3
P-GCN
https://arxiv.org/abs/1909.03252v1
mAP IOU@0.95
3.27
Video > Temporal Action Localization
ActivityNet-1.3
BSN
http://arxiv.org/abs/1806.02964v3
mAP IOU@0.5
46.45
Video > Temporal Action Localization
ActivityNet-1.3
BSN
http://arxiv.org/abs/1806.02964v3
mAP
30.03
Video > Temporal Action Localization
ActivityNet-1.3
BSN
http://arxiv.org/abs/1806.02964v3
mAP IOU@0.75
29.96
Video > Temporal Action Localization
ActivityNet-1.3
BSN
http://arxiv.org/abs/1806.02964v3
mAP IOU@0.95
8.02
Video > Temporal Action Localization
ActivityNet-1.3
UnLoc-L
https://arxiv.org/abs/2308.11062v1
mAP IOU@0.5
59.3
Video > Temporal Action Localization
FineAction
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP
29.6
Video > Temporal Action Localization
FineAction
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP IOU@0.5
46.4
Video > Temporal Action Localization
FineAction
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP IOU@0.75
29.5
Video > Temporal Action Localization
FineAction
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP IOU@0.95
7.6
Video > Temporal Action Localization
FineAction
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP
29.04
Video > Temporal Action Localization
FineAction
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP IOU@0.5
45.44
Video > Temporal Action Localization
FineAction
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP IOU@0.75
28.82
Video > Temporal Action Localization
FineAction
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP IOU@0.95
6.79
Video > Temporal Action Localization
FineAction
InternVideo2-6B
https://arxiv.org/abs/2403.15377v4
mAP
27.7
Video > Temporal Action Localization
FineAction
DyFADet (VideoMAE v2-g)
https://arxiv.org/abs/2407.03197v1
mAP
23.8
Video > Temporal Action Localization
FineAction
DyFADet (VideoMAE v2-g)
https://arxiv.org/abs/2407.03197v1
mAP IOU@0.5
37.1
Video > Temporal Action Localization
FineAction
DyFADet (VideoMAE v2-g)
https://arxiv.org/abs/2407.03197v1
mAP IOU@0.75
23.7
Video > Temporal Action Localization
FineAction
DyFADet (VideoMAE v2-g)
https://arxiv.org/abs/2407.03197v1
mAP IOU@0.95
5.9
Video > Temporal Action Localization
FineAction
VideoMAE V2-g
https://arxiv.org/abs/2303.16727v2
mAP
18.24
Video > Temporal Action Localization
FineAction
VideoMAE V2-g
https://arxiv.org/abs/2303.16727v2
mAP IOU@0.5
29.07
Video > Temporal Action Localization
FineAction
VideoMAE V2-g
https://arxiv.org/abs/2303.16727v2
mAP IOU@0.75
17.66
Video > Temporal Action Localization
FineAction
VideoMAE V2-g
https://arxiv.org/abs/2303.16727v2
mAP IOU@0.95
5.07
Video > Temporal Action Localization
FineAction
InternVideo
https://arxiv.org/abs/2212.03191v2
mAP
17.57
Video > Temporal Action Localization
FineAction
BMN (i3d feaure)
https://arxiv.org/abs/1907.09702v1
mAP
9.25
Video > Temporal Action Localization
FineAction
BMN (i3d feaure)
https://arxiv.org/abs/1907.09702v1
mAP IOU@0.5
14.44
Video > Temporal Action Localization
FineAction
BMN (i3d feaure)
https://arxiv.org/abs/1907.09702v1
mAP IOU@0.75
8.92
Video > Temporal Action Localization
FineAction
BMN (i3d feaure)
https://arxiv.org/abs/1907.09702v1
mAP IOU@0.95
3.12
Video > Temporal Action Localization
FineAction
G-TAD (i3d feature)
https://arxiv.org/abs/1911.11462v2
mAP
9.06
Video > Temporal Action Localization
FineAction
G-TAD (i3d feature)
https://arxiv.org/abs/1911.11462v2
mAP IOU@0.5
13.74
Video > Temporal Action Localization
FineAction
G-TAD (i3d feature)
https://arxiv.org/abs/1911.11462v2
mAP IOU@0.75
8.83
Video > Temporal Action Localization
FineAction
G-TAD (i3d feature)
https://arxiv.org/abs/1911.11462v2
mAP IOU@0.95
3.06
Video > Temporal Action Localization
FineAction
DBG (i3d feature)
https://arxiv.org/abs/1911.04127v1
mAP
6.75
Video > Temporal Action Localization
FineAction
DBG (i3d feature)
https://arxiv.org/abs/1911.04127v1
mAP IOU@0.5
10.65
Video > Temporal Action Localization
FineAction
DBG (i3d feature)
https://arxiv.org/abs/1911.04127v1
mAP IOU@0.75
6.43
Video > Temporal Action Localization
FineAction
DBG (i3d feature)
https://arxiv.org/abs/1911.04127v1
mAP IOU@0.95
2.50
Video > Temporal Action Localization
Ego4D MQ test
ActionFormer (SlowFast+Omnivore+EgoVLP)
https://arxiv.org/abs/2211.09074v1
Average mAP
21.76
Video > Temporal Action Localization
Ego4D MQ test
ActionFormer (SlowFast+Omnivore+EgoVLP)
https://arxiv.org/abs/2211.09074v1
Recall@1x (tIoU=0.5)
42.54
Video > Temporal Action Localization
Ego4D MQ val
ActionFormer (SlowFast+Omnivore+EgoVLP)
https://arxiv.org/abs/2211.09074v1
Average mAP
21.4
Video > Temporal Action Localization
Ego4D MQ val
ActionFormer (SlowFast+Omnivore+EgoVLP)
https://arxiv.org/abs/2211.09074v1
Recall@1x (tIoU=0.5)
38.73
Video > Temporal Action Localization
THUMOS’14
AdaTAD (VideoMAEv2-giant)
https://arxiv.org/abs/2311.17241v2
mAP IOU@0.5
80.9
Video > Temporal Action Localization
THUMOS’14
AdaTAD (VideoMAEv2-giant)
https://arxiv.org/abs/2311.17241v2
mAP IOU@0.3
89.7
Video > Temporal Action Localization
THUMOS’14
AdaTAD (VideoMAEv2-giant)
https://arxiv.org/abs/2311.17241v2
mAP IOU@0.4
86.7
Video > Temporal Action Localization
THUMOS’14
AdaTAD (VideoMAEv2-giant)
https://arxiv.org/abs/2311.17241v2
mAP IOU@0.6
71.0
Video > Temporal Action Localization
THUMOS’14
AdaTAD (VideoMAEv2-giant)
https://arxiv.org/abs/2311.17241v2
mAP IOU@0.7
56.1
Video > Temporal Action Localization
THUMOS’14
AdaTAD (VideoMAEv2-giant)
https://arxiv.org/abs/2311.17241v2
Avg mAP (0.3:0.7)
76.9
Video > Temporal Action Localization
THUMOS’14
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP IOU@0.5
78.2
Video > Temporal Action Localization
THUMOS’14
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP IOU@0.3
88.7
Video > Temporal Action Localization
THUMOS’14
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP IOU@0.4
84.6
Video > Temporal Action Localization
THUMOS’14
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP IOU@0.6
66.6
Video > Temporal Action Localization
THUMOS’14
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
mAP IOU@0.7
51.9
Video > Temporal Action Localization
THUMOS’14
RDFA-S6 (InternVideo2-6B)
https://arxiv.org/abs/2407.13078v1
Avg mAP (0.3:0.7)
74.2
Video > Temporal Action Localization
THUMOS’14
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP IOU@0.5
76.90
Video > Temporal Action Localization
THUMOS’14
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP IOU@0.3
86.89
Video > Temporal Action Localization
THUMOS’14
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP IOU@0.4
83.09
Video > Temporal Action Localization
THUMOS’14
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP IOU@0.6
65.91
Video > Temporal Action Localization
THUMOS’14
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
mAP IOU@0.7
50.82
Video > Temporal Action Localization
THUMOS’14
ActionMamba(InternVideo2-6B)
https://arxiv.org/abs/2403.09626v1
Avg mAP (0.3:0.7)
72.72
Video > Temporal Action Localization
THUMOS’14
InternVideo2-6B
https://arxiv.org/abs/2403.15377v4
Avg mAP (0.3:0.7)
72.0
Video > Temporal Action Localization
THUMOS’14
ActionFormer (InternVideo features)
https://arxiv.org/abs/2212.03191v2
Avg mAP (0.3:0.7)
71.58
Video > Temporal Action Localization
THUMOS’14
TriDet (VideoMAE v2-g feature)
https://arxiv.org/abs/2309.05590v1
mAP IOU@0.5
73.3
Video > Temporal Action Localization
THUMOS’14
TriDet (VideoMAE v2-g feature)
https://arxiv.org/abs/2309.05590v1
mAP IOU@0.3
84.8
Video > Temporal Action Localization
THUMOS’14
TriDet (VideoMAE v2-g feature)
https://arxiv.org/abs/2309.05590v1
mAP IOU@0.4
80.0
Video > Temporal Action Localization
THUMOS’14
TriDet (VideoMAE v2-g feature)
https://arxiv.org/abs/2309.05590v1
mAP IOU@0.6
63.8
Video > Temporal Action Localization
THUMOS’14
TriDet (VideoMAE v2-g feature)
https://arxiv.org/abs/2309.05590v1
mAP IOU@0.7
48.8
Video > Temporal Action Localization
THUMOS’14
TriDet (VideoMAE v2-g feature)
https://arxiv.org/abs/2309.05590v1
Avg mAP (0.3:0.7)
70.1
Video > Temporal Action Localization
THUMOS’14
InternVideo2-1B
https://arxiv.org/abs/2403.15377v4
Avg mAP (0.3:0.7)
69.8
Video > Temporal Action Localization
THUMOS’14
ActionFormer (VideoMAE V2-g features)
https://arxiv.org/abs/2303.16727v2
mAP IOU@0.5
73.0
Video > Temporal Action Localization
THUMOS’14
ActionFormer (VideoMAE V2-g features)
https://arxiv.org/abs/2303.16727v2
mAP IOU@0.3
84.0
Video > Temporal Action Localization
THUMOS’14
ActionFormer (VideoMAE V2-g features)
https://arxiv.org/abs/2303.16727v2
mAP IOU@0.4
79.6
Video > Temporal Action Localization
THUMOS’14
ActionFormer (VideoMAE V2-g features)
https://arxiv.org/abs/2303.16727v2
mAP IOU@0.6
63.5
Video > Temporal Action Localization
THUMOS’14
ActionFormer (VideoMAE V2-g features)
https://arxiv.org/abs/2303.16727v2
mAP IOU@0.7
47.7
Video > Temporal Action Localization
THUMOS’14
ActionFormer (VideoMAE V2-g features)
https://arxiv.org/abs/2303.16727v2
Avg mAP (0.3:0.7)
69.6
Video > Temporal Action Localization
THUMOS’14
TriDet (I3D features)
https://arxiv.org/abs/2303.07347v2
mAP IOU@0.5
72.9
Video > Temporal Action Localization
THUMOS’14
TriDet (I3D features)
https://arxiv.org/abs/2303.07347v2
mAP IOU@0.3
83.6
Video > Temporal Action Localization
THUMOS’14
TriDet (I3D features)
https://arxiv.org/abs/2303.07347v2
mAP IOU@0.4
80.1
Video > Temporal Action Localization
THUMOS’14
TriDet (I3D features)
https://arxiv.org/abs/2303.07347v2
mAP IOU@0.6
62.4
Video > Temporal Action Localization
THUMOS’14
TriDet (I3D features)
https://arxiv.org/abs/2303.07347v2
mAP IOU@0.7
47.4
Video > Temporal Action Localization
THUMOS’14
TriDet (I3D features)
https://arxiv.org/abs/2303.07347v2
Avg mAP (0.3:0.7)
69.3
Video > Temporal Action Localization
THUMOS’14
ASL(I3D features)
https://arxiv.org/abs/2305.15701v2
mAP IOU@0.5
71.7
Video > Temporal Action Localization
THUMOS’14
ASL(I3D features)
https://arxiv.org/abs/2305.15701v2
mAP IOU@0.3
83.1
Video > Temporal Action Localization
THUMOS’14
ASL(I3D features)
https://arxiv.org/abs/2305.15701v2
mAP IOU@0.4
79.0
Video > Temporal Action Localization
THUMOS’14
ASL(I3D features)
https://arxiv.org/abs/2305.15701v2
mAP IOU@0.6
59.7
Video > Temporal Action Localization
THUMOS’14
ASL(I3D features)
https://arxiv.org/abs/2305.15701v2
mAP IOU@0.7
45.8
Video > Temporal Action Localization
THUMOS’14
ASL(I3D features)
https://arxiv.org/abs/2305.15701v2
Avg mAP (0.3:0.7)
67.9
Video > Temporal Action Localization
THUMOS’14
TemporalMaxer (I3D features)
https://arxiv.org/abs/2303.09055v1
mAP IOU@0.5
71.8
Video > Temporal Action Localization
THUMOS’14
TemporalMaxer (I3D features)
https://arxiv.org/abs/2303.09055v1
mAP IOU@0.3
82.8
Video > Temporal Action Localization
THUMOS’14
TemporalMaxer (I3D features)
https://arxiv.org/abs/2303.09055v1
mAP IOU@0.4
78.9
Video > Temporal Action Localization
THUMOS’14
TemporalMaxer (I3D features)
https://arxiv.org/abs/2303.09055v1
mAP IOU@0.6
60.5
Video > Temporal Action Localization
THUMOS’14
TemporalMaxer (I3D features)
https://arxiv.org/abs/2303.09055v1
mAP IOU@0.7
44.7
Video > Temporal Action Localization
THUMOS’14
TemporalMaxer (I3D features)
https://arxiv.org/abs/2303.09055v1
Avg mAP (0.3:0.7)
67.7
Video > Temporal Action Localization
THUMOS’14
DualDETR (I3D features)
https://arxiv.org/abs/2404.00653v1
mAP IOU@0.5
70.4
Video > Temporal Action Localization
THUMOS’14
DualDETR (I3D features)
https://arxiv.org/abs/2404.00653v1
mAP IOU@0.3
82.9