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Latency Prediction on NNLQ Out-of-domain NasBench201
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7.93
MAPE (avg)
NN-Former
5.0308
24.6004
44.17
63.7396
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
7.93
7.71
69.9
71.1
NAR-Former V2
2025.07
9.21
7.89
63.13
71.7
nn-Meter
2025.07
9.57
-
60.65
-
NNLP
2025.07
9.6
8.19
60.7
70.6
BRP-NAS
2025.07
13.28
-
43.45
-
FLOPs+MAC
2025.07
33.52
-
10.55
-
TPU
2025.07
58.94
-
2.5
-
FLOPs
2025.07
80.41
-
0
-
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