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Benchmarks
Activity Recognition on UCF101 (Average across 3 splits)
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93.5
Mean Accuracy
Two-stream fusion architecture (VGG-16, VGG-16) + IDT
87.676
89.188
90.7
92.212
Apr 22, 2016
Mean Accuracy
Accuracy (RGB)
Accuracy (Flow)
Accuracy (Avg 1/2, 1/2)
Accuracy (Avg 1/3, 2/3)
Updated 3d ago
Evaluation Results
Method
Method
Links
Mean Accuracy
Accuracy (RGB)
Accuracy (Flow)
Accuracy (Avg 1/2, 1/2)
Accuracy (Avg 1/3, 2/3)
Two-stream fusion architecture (VGG-16, VGG-16) + IDT
Spatial (S) network=VG...
2016.04
93.5
-
-
-
-
Two-stream fusion architecture (VGG-16, VGG-M) + IDT
Spatial (S) network=VG...
2016.04
92.5
-
-
-
-
TDD+IDT
Hand-crafted features...
2016.04
91.5
-
-
-
-
C3D+IDT
Hand-crafted features...
2016.04
90.4
-
-
-
-
IDT+higher dimensional FV
Hand-crafted features...
2016.04
87.9
-
-
-
-
Single frame
2014.11
-
67.37
74.37
75.46
78.94
LRCN
Input Features=fc6
2014.11
-
68.2
77.28
80.9
82.34
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