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The experimental results show that our method achieves state of the art performance in chunking tasks.
This approach achieves state of the art performance in terms of predictive accuracy and uncertainty quantification in comparison to other approaches in Bayesian neural networks as well as techniques that include Gaussian processes and ensemble methods even when the training data size is relatively small.
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Ultimate.ai's proprietary NLP achieves "state-of-the-art accuracy at 98.6%", he claims.
Furthermore, our scheme achieves state-of-the-art performance in noisy face recognition.
The experimental results showed that our system achieves state-of-the-art performance with F1 score of 82.13%.
Experimental and comparison results demonstrate that the proposed framework achieves state-of-the-art cross-spectral matching.
Additionally, the best model of this paper achieves state-of-the-art performance on different types of data.
A comparative evaluation using publicly available data sets shows that our approach achieves state-of-the-art performance while being significantly faster than other methods.
Furthermore, in a follow-up experiment, we find that the performance of bagging when using triphone models achieves state-of-the art results for the dataset used.
Then eventually, it can lead to an embedded implementation that achieves state-of-the-art performances, thanks to some synthesis tools.
Numerical results demonstrated that the Nelder-Mead method outperforms the other methods and achieves state-of-the-art accuracy for age/gender classification.
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