NNLQP
Benchmarks
TaskDatasetSOTA resultTrendResults
NNLQP (Same Distribution)
1.18MAPE
44
NNLQP Average v1
10.55Average MAPE
7
NNLQP VGG v1
7.6MAPE (avg)
7
NNLQP SqueezeNet v1
7.08MAPE (Avg)
7
NNLQP ResNet v1
6.8MAPE (avg)
7
NNLQP NasBench201 v1
9.21Average MAPE
7
NNLQP MobileNetV2 v1
6.43MAPE (avg)
7
NNLQP MnasNet v1
7.16MAPE (avg)
7
NNLQP GoogleNet v1
6.61MAPE (avg)
7
NNLQP EfficientNet v1
13.2Average MAPE
7
NNLQP AlexNet v1
7.2Avg MAPE
7
NNLQP MobileNetV3
9.06MAPE (Avg)
7
NNLQP Nas-Bench-201 depth=112~247 (test)
4.19MAPE
4
NNLQP EfficientNet depth=242 (test)
16.74MAPE
4
NNLQP Average
—MAPE (Average)
0
NNLQP SqueezeNet
—MAPE (avg)
0
NNLQP ResNet
—MAPE (avg)
0
NNLQP NasBench201
—MAPE (avg)
0
NNLQP MobileNetV2
—MAPE (avg)
0
NNLQP MnasNet
—MAPE (avg)
0
NNLQP GoogleNet
—MAPE (avg)
0
NNLQP EfficientNet
—MAPE (avg)
0
NNLQP AlexNet
—MAPE (avg)
0
NNLQP Nas-Bench-201 depth=112~247
—MAPE
0
NNLQP EfficientNet depth=242
—MAPE
0