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Latency Prediction on NNLQ Out-of-domain MnasNet
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2.71
MAPE (avg)
NN-Former
1.206
11.358
21.51
31.662
Jul 1, 2025
MAPE (avg)
MAPE (best)
Acc (10% tolerance) (avg)
Acc (10% tolerance) (best)
Updated 3d ago
Evaluation Results
Method
Method
Links
MAPE (avg)
MAPE (best)
Acc (10% tolerance) (avg)
Acc (10% tolerance) (best)
NN-Former
2025.07
2.71
2.54
98.65
98.7
NAR-Former V2
2025.07
7.16
5.93
73.46
81.6
nn-Meter
2025.07
10.69
-
60.95
-
TPU
2025.07
11.61
-
44.65
-
NNLP
2025.07
12.07
10.86
55.89
61.25
BRP-NAS
2025.07
17.26
-
34.3
-
FLOPs+MAC
2025.07
35.96
-
9.8
-
FLOPs
2025.07
40.31
-
6.2
-
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