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spellfix
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profvjreddi committed Dec 7, 2023
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Expand Up @@ -161,7 +161,7 @@ Furthermore, while benchmark datasets, such as ImageNet, COCO, Visual Wake Words

![Objects, such as stoves, have different shapes and technological levels in differen regions. A model that is not trained on diverse datasets might perform well on a benchmark but fail in real-world applications. Source: Dollar Street stove images.](https://pbs.twimg.com/media/DmUyPSSW0AAChGa.jpg){#fig-stoves}

In essence, a thorough comparative analysis transcends numerical metrics. It's a holistic assessment, intertwined with real-world applications, costs, and the intricate subtleties that each model brings to the table. This is why it becomes important to have standard benchmarks and metrics that are widely estabslished and adopted by the community.
In essence, a thorough comparative analysis transcends numerical metrics. It's a holistic assessment, intertwined with real-world applications, costs, and the intricate subtleties that each model brings to the table. This is why it becomes important to have standard benchmarks and metrics that are widely established and adopted by the community.

## Conclusion

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