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Inference Efficiency Analysis on Synthetic Data (n=100, k=8)
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0.0012
Latency (ms)
TensorFM
-0.00615
0.043127
0.092405
0.141683
Feb 16, 2026
Latency (ms)
Inference Complexity (Big O)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Latency (ms)
Inference Complexity (Big O)
TensorFM
d=1, r=2, n=100, k=8,...
2026.02
0.0012
-
TensorFM
d=2, r=2, n=100, k=8,...
2026.02
0.0015
-
TensorFM
d=1, r=3, n=100, k=8,...
2026.02
0.0019
-
TensorFM
d=4, r=2, n=100, k=8,...
2026.02
0.0029
-
TensorFM
d=1, r=4, n=100, k=8,...
2026.02
0.0034
-
TensorFM
d=2, r=3, n=100, k=8,...
2026.02
0.0037
-
CN
n=100, k=8, number of...
2026.02
0.0046
-
HOFM
n=100, k=8, number of...
2026.02
0.0049
-
TensorFM
d=2, r=4, n=100, k=8,...
2026.02
0.0065
-
TensorFM
d=4, r=3, n=100, k=8,...
2026.02
0.007
-
FwFM
n=100, k=8, number of...
2026.02
0.0127
-
TensorFM
d=4, r=4, n=100, k=8,...
2026.02
0.0129
-
AFM
n=100, k=8, number of...
2026.02
0.1837
-
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