Image domain

Image-domain metrics are pivotal for gauging the performance of models in tasks like object detection, and segmentation. TorchMetrics provides a suite of specialized metrics designed for these purposes. Using these image-specific metrics from Torch Metrics helps in developing more precise and robust image-based models, ensuring that performance evaluations are both meaningful and directly applicable to practical vision tasks.

Spatial Correlation Coefficient

Spatial Correlation Coefficient

CLIPScore

CLIPScore

Text domain

Text-domain metrics are essential for evaluating the performance of models in tasks like text classification, summarization, and translation. TorchMetrics provides a suite of specialized metrics designed for these purposes. Using these text-specific metrics from Torch Metrics helps in developing more precise and robust text-based models, ensuring that performance evaluations are both meaningful and directly applicable to practical NLP tasks.

Perplexity

Perplexity

Gallery generated by Sphinx-Gallery