Cumulative target feature discovery on JUMP Cell Painting
33.4F0 ScoreICBR-EF
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ICBR-EFBackbone=Sonnet 4.6, Replicates=102026.03 | 33.4 | 48.3 | 35.3 | 28.7 | 28.8 | 22.4 | 21.7 | 34.8 | 44.4 | 16.5 | 31.4 | |
| ICL-EFBackbone=Sonnet 4.6, Replicates=102026.03 | 32.7 | 37.5 | 35.7 | 26.8 | 27.6 | 21.7 | 21.2 | 32.7 | 43.1 | 14.3 | 29.3 | |
| Random FBBackbone=Sonnet 4.6, Replicates=102026.03 | 28.6 | 24.2 | 19.5 | 22.4 | 20 | 17.6 | 17.7 | 13.5 | 12.5 | 7.6 | 18.4 | |
| ICL-EFBackbone=Sonnet 4.5, Replicates=102026.03 | 28.3 | 27.6 | 24.9 | 18.4 | 19.8 | 18.4 | 20 | 16.3 | 31.4 | 12.9 | 21.8 | |
| GP-UCBBackbone=Sonnet 4.5, Replicates=102026.03 | 27.1 | 26.8 | 23.9 | 20.6 | 18.9 | 16.3 | 17.6 | 16.1 | 17.3 | 10.7 | 19.5 | |
| Zero-shotBackbone=Sonnet 4.5, Replicates=102026.03 | 27 | 20 | 25.2 | 21.1 | 20.1 | 17.4 | 18 | 18.8 | 21.1 | 12.1 | 20.1 | |
| Zero-shotBackbone=Sonnet 4.6, Replicates=102026.03 | 24.7 | 26.4 | 27 | 21.8 | 19.2 | 18 | 17.3 | 19.7 | 17 | 12.8 | 20.4 | |
| RandomBackbone=Sonnet 4.5, Replicates=102026.03 | 18.3 | 15.1 | 12.8 | 11.9 | 10.7 | 10.9 | 11.8 | 5.8 | 8.7 | 4 | 11 |