# Cumulative target feature discovery on JUMP Cell Painting Source: [Cumulative target feature discovery on JUMP Cell Painting]() Collection index: [llms.txt]() Data updated: 2026-03-30T07:20:40.675Z Evaluation of model performance on the JUMP Cell Painting dataset using metrics F0 through F90 to assess cumulative target feature discovery capabilities. 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. | Scope | Recorded value | | --- | --- | | Task | Cumulative target feature discovery | | Dataset (including any stated split) | JUMP Cell Painting | | Metric | F0 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [F0 Score](): Higher is better; unit: PERCENT. - [F10 Score](): Higher is better; unit: PERCENT. - [F20 Score](): Higher is better; unit: PERCENT. - [F30 Score](): Higher is better; unit: PERCENT. - [F40 Score](): Higher is better; unit: PERCENT. - [F50 Score](): Higher is better; unit: PERCENT. - [F60 Score](): Higher is better; unit: PERCENT. - [F70 Score](): Higher is better; unit: PERCENT. - [F80 Score](): Higher is better; unit: PERCENT. - [F90 Score](): Higher is better; unit: PERCENT. - [Overall Score (All F-metrics)](): Higher is better; unit: PERCENT. ## Recorded results | Method | F0 Score | Result date | Report paper | | --- | --- | --- | --- | | ICBR-EF | 33.4 | Not recorded | 69ca03620636e5bf4afc9206 | | ICL-EF | 32.7 | Not recorded | 69ca03620636e5bf4afc9206 | | Random FB | 28.6 | Not recorded | 69ca03620636e5bf4afc9206 | | ICL-EF | 28.3 | Not recorded | 69ca03620636e5bf4afc9206 | | GP-UCB | 27.1 | Not recorded | 69ca03620636e5bf4afc9206 | | Zero-shot | 27 | Not recorded | 69ca03620636e5bf4afc9206 | | Zero-shot | 24.7 | Not recorded | 69ca03620636e5bf4afc9206 | | Random | 18.3 | Not recorded | 69ca03620636e5bf4afc9206 | ### ICBR-EF F0 Score: 33.4. Result ID: 69ca243947f34ce924b25fb0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Sonnet 4.6","Replicates":"10"}. This record does not assert independent reproduction. ### ICL-EF F0 Score: 32.7. Result ID: 69ca243947f34ce924b25faf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Sonnet 4.6","Replicates":"10"}. This record does not assert independent reproduction. ### Random FB F0 Score: 28.6. Result ID: 69ca243947f34ce924b25fae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Sonnet 4.6","Replicates":"10"}. This record does not assert independent reproduction. ### ICL-EF F0 Score: 28.3. Result ID: 69ca243947f34ce924b25fac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Sonnet 4.5","Replicates":"10"}. This record does not assert independent reproduction. ### GP-UCB F0 Score: 27.1. Result ID: 69ca243947f34ce924b25faa. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Sonnet 4.5","Replicates":"10"}. This record does not assert independent reproduction. ### Zero-shot F0 Score: 27. Result ID: 69ca243947f34ce924b25fab. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Sonnet 4.5","Replicates":"10"}. This record does not assert independent reproduction. ### Zero-shot F0 Score: 24.7. Result ID: 69ca243947f34ce924b25fad. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Sonnet 4.6","Replicates":"10"}. This record does not assert independent reproduction. ### Random F0 Score: 18.3. Result ID: 69ca243947f34ce924b25fa9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Sonnet 4.5","Replicates":"10"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.