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Papers Benchmarks Datasets Tasks

Latency Prediction research benchmarks · SOTA2 Research

Latency Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NNLQP (Same Distribution)

1.18MAPE

44

Feb 27, 2026

NNLQ in-domain v1 (test)

1.11MAPE (Average)

33

Feb 27, 2026

NNLQ Out-of-domain Average

8.39MAPE (Average)

8

Feb 27, 2026

NNLQ Out-of-domain VGG

7.6MAPE (avg)

8

Feb 27, 2026

NNLQ Out-of-domain SqueezeNet

7.08MAPE (avg)

8

Feb 27, 2026

NNLQ Out-of-domain ResNet

6.8MAPE (avg)

8

Feb 27, 2026

NNLQ Out-of-domain NasBench201

7.93MAPE (avg)

8

Feb 27, 2026

NNLQ Out-of-domain MobileNetV3

9.06MAPE (%)

8

Feb 27, 2026

NNLQ Out-of-domain MobileNetV2

4.17MAPE (avg)

8

Feb 27, 2026

NNLQ Out-of-domain MnasNet

2.71MAPE (avg)

8

Feb 27, 2026

NNLQ Out-of-domain GoogleNet

6.61MAPE (avg)

8

Feb 27, 2026

NNLQ Out-of-domain EfficientNet

5.13MAPE (Avg)

8

Feb 27, 2026

NNLQ Out-of-domain AlexNet

7.2MAPE (avg)

8

Feb 27, 2026

NNLQP Average v1

10.55Average MAPE

7

Feb 27, 2026

7.6MAPE (avg)

7

Feb 27, 2026

NNLQP SqueezeNet v1

7.08MAPE (Avg)

7

Feb 27, 2026

NNLQP ResNet v1

6.8MAPE (avg)

7

Feb 27, 2026

NNLQP NasBench201 v1

9.21Average MAPE

7

Feb 27, 2026

NNLQP MobileNetV2 v1

6.43MAPE (avg)

7

Feb 27, 2026

NNLQP MnasNet v1

7.16MAPE (avg)

7

Feb 27, 2026

NNLQP GoogleNet v1

6.61MAPE (avg)

7

Feb 27, 2026

NNLQP EfficientNet v1

13.2Average MAPE

7

Feb 27, 2026

NNLQP AlexNet v1

7.2Avg MAPE

7

Feb 27, 2026

NNLQP MobileNetV3

9.06MAPE (Avg)

7

Feb 27, 2026

Widely-used CNN models

11.67Real Latency (ms)

5

Jul 9, 2026

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