# Immuno

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

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.

- [Binary Classification on Immunotherapy](<https://www.sota2.com/research/sota/binary-classification-on-immunotherapy.md>): Binary Classification; Immunotherapy.

- [Pharma Asset Discovery on 10 oncology/immunology queries (post-review state)](<https://www.sota2.com/research/sota/pharma-asset-discovery-on-10-oncology-immunology-queries-post-review-state.md>): Pharma asset discovery; 10 oncology/immunology queries (post-review state).

- [Segmentation on Pancreatic-Immuno (external)](<https://www.sota2.com/research/sota/segmentation-on-pancreatic-immuno-external.md>): Segmentation; Pancreatic-Immuno (external).

- [Segmentation on Ovarian-Immuno (external)](<https://www.sota2.com/research/sota/segmentation-on-ovarian-immuno-external.md>): Segmentation; Ovarian-Immuno (external).

- [Segmentation on Lung-Immuno (external)](<https://www.sota2.com/research/sota/segmentation-on-lung-immuno-external.md>): Segmentation; Lung-Immuno (external).

- [Segmentation on Brain-Immuno (external)](<https://www.sota2.com/research/sota/segmentation-on-brain-immuno-external.md>): Segmentation; Brain-Immuno (external).

- [Classification on Immunotherapy cohorts Large (\>50 samples) 4](<https://www.sota2.com/research/sota/classification-on-immunotherapy-cohorts-large-50-samples-4.md>): Classification; Immunotherapy cohorts Large (\>50 samples) 4.

- [Classification on Immunotherapy cohorts Small (\<50 samples) 4 cohorts](<https://www.sota2.com/research/sota/classification-on-immunotherapy-cohorts-small-50-samples-4-cohorts.md>): Classification; Immunotherapy cohorts Small (\<50 samples) 4 cohorts.

- [Classification on Immunotherapy cohorts 8 (test)](<https://www.sota2.com/research/sota/classification-on-immunotherapy-cohorts-8-test.md>): Classification; Immunotherapy cohorts 8 (test).

- [Topological representation computation on Immuno](<https://www.sota2.com/research/sota/topological-representation-computation-on-immuno.md>): Topological representation computation; Immuno.

- [Misconception Generation on Immunology](<https://www.sota2.com/research/sota/misconception-generation-on-immunology.md>): Misconception Generation; Immunology.

- [Classification on Immunohistochemistry (5-fold CV)](<https://www.sota2.com/research/sota/classification-on-immunohistochemistry-5-fold-cv.md>): Classification; Immunohistochemistry (5-fold CV).