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This vignette simply shows the actual performance of TIMA.

The benchmarking dataset was built using https://zenodo.org/record/5186176.

It contained positive and negative MS2 spectra of multiple ion species ([M+H]+, [M+Na]+, [M+NH4]+, …) coming from different mass spectrometers.

In positive mode, It was filtered to 22,251 spectra, representing 12,482 2D structures. Of those, only 16,136 spectra (72.5%) corresponded to structures present in the library we used to annotate.

In negative mode, It was filtered to 7,472 spectra, representing 6,587 2D structures. Of those, only 5,025 spectra (67.4%) corresponded to structures present in the library we used to annotate.

Best 500 candidates

Positive

Negative

Best 25 candidates (zoomed)

Positive

Negative

Candidates distribution

Positive

Negative