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Benchmarks
Video Classification on Kinetics-400 and Something-Something V2
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75.53
K400 Accuracy
AdaptFormer
68.7804
70.5327
72.285
74.0373
Mar 18, 2024
K400 Accuracy
SSv2 Accuracy
Average Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
K400 Accuracy
SSv2 Accuracy
Average Accuracy
AdaptFormer
Params (M)=1.19, FLOPS...
2024.03
75.53
45.36
60.45
Full tuning
Params (M)=85.80, FLOP...
2024.03
75.48
45.22
60.35
LoRA
Params (M)=1.19, FLOPS...
2024.03
75.48
45.62
60.55
DyT + N = 4
Params (M)=4.80, FLOPS...
2024.03
75.43
46.56
60.98
DyT
Params (M)=1.19, FLOPS...
2024.03
75.28
45.43
60.36
Dynamic-Full
Params (M)=85.80, FLOP...
2024.03
74.63
44.94
59.79
VPT
Params (M)=0.07, FLOPS...
2024.03
73.46
38.17
55.82
Linear
Params (M)=0, FLOPS (G...
2024.03
69.04
27.64
48.34
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