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While the performance of other methods depends on the configuration of the ungauged site in regards to the neighbouring reference sites, SI is less affected by these configurations.
Method 1 is also the basis for comparing the performance of other methods.
But, it cannot achieve the performance of other methods when more adaptation data become available.
As it can be seen, our method is robust against rotation, while rotation degrades the performance of other methods considerably, due to their circular edge detection nature.
It is seen from the figure that, the proposed RCC method provides a significantly better performance even at a very low SNR, whereas the performance of other methods deteriorates at low levels of SNR. Figure 4 Effect of noise level on the ASSE for an impulse-train excited system.
The authors do not report the performance of other methods when applied to the same dataset.
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In this occlusion situation, the proposed proCMF maintains its discriminating ability, while the performances of other methods decrease significantly.
Compared to the best performance of other methods in large-scale image retrieval application which achieves 0.430 [28], the proposed SDEVLAD achieves 0.537, and the result can be further improved to 0.568 by Multiroot [42].
We specifically selected three published datasets and compared RNAG's performance to the published performance of other methods in order to avoid self-serving selection biases and biases that can arise with less than ideal application of extant methods.
In the numerical verification, the damage quantification performance of the proposed method is compared with the performance of other existing methods.
We chose this because it is a convenient set of high quality data for which we have a benchmark of the performance of other computational methods.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com