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Benchmarks
Temporal Action Localization on ActivityNet Zero-shot 50% Seen 50% Unseen v1.3
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43.7
mAP@0.5IoU
UnLoc-L
-0.9368
10.6516
22.24
33.8284
Aug 21, 2023
Feb 2, 2024
Jul 17, 2024
Dec 30, 2024
Jun 13, 2025
Nov 26, 2025
May 11, 2026
mAP@0.5IoU
mAP@0.75
mAP@0.95
Average mAP
Updated 22d ago
Evaluation Results
Method
Method
Links
mAP@0.5IoU
mAP@0.75
mAP@0.95
Average mAP
UnLoc-L
Setting=Zero-shot 50%...
2023.08
43.7
-
-
-
UnLoc-L
Setting=Zero-shot 50%...
2023.08
43.2
-
-
-
UnLoc-B
Setting=Zero-shot 50%...
2023.08
36.9
-
-
-
STALE
Setting=Zero-shot 50%...
2023.08
32.1
-
-
-
EffPrompt
Setting=Zero-shot 50%...
2023.08
32
-
-
-
VFEAL
Visual Encoder=ViCLIP
2026.05
11.28
3.38
31
4.99
Baseline-II
Visual Encoder=ViCLIP
2026.05
1.13
0.33
11
0.52
Baseline-I
Visual Encoder=CLIP
2026.05
0.78
0.27
7
0.37
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