# GHIS

Source: [GHIS](<https://www.sota2.com/research/dataset/ghis>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Classification on LungHist700 20% hold-out (test)](<https://www.sota2.com/research/sota/classification-on-lunghist700-20-percent-hold-out-test.md>): Classification; LungHist700 20% hold-out (test).

- [Image Denoising on HighISO](<https://www.sota2.com/research/sota/image-denoising-on-highiso.md>): Image Denoising; HighISO.

- [Image Classification on LungHist700](<https://www.sota2.com/research/sota/image-classification-on-lunghist700.md>): Image Classification; LungHist700.

- [Image Segmentation on GHIS](<https://www.sota2.com/research/sota/image-segmentation-on-ghis.md>): Image Segmentation; GHIS.

- [Cancer Classification on LC25000 → LungHist700](<https://www.sota2.com/research/sota/cancer-classification-on-lc25000-lunghist700.md>): Cancer Classification; LC25000 → LungHist700.

- [Cancer Classification on LungHist700](<https://www.sota2.com/research/sota/cancer-classification-on-lunghist700.md>): Cancer Classification; LungHist700.