Active pair recovery on RxRx3 pseudo-cocktail Frozen (held-out seeds)
60.93Exact Pair RecoveryAURA-C trained (λ = 0.25)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AURA-C trained (λ = 0.25)Category=AURA, Settings=272026.06 | 60.93 | 67.07 | |
| NNLS coeff. top-2Category=Inverse, Settings=272026.06 | 24.25 | 40.76 | |
| Ridge dictionary pair energyCategory=Inverse, Settings=272026.06 | 14.73 | 31.18 | |
| ElasticNet positive top-2Category=Inverse, Settings=272026.06 | 14.69 | 35.56 | |
| AURA empirical energyCategory=AURA diagnostic, Settings=272026.06 | 11.98 | 30.7 | |
| scGen latent-shift inverseCategory=Perturb. model, Settings=272026.06 | 9.63 | 30.88 | |
| Candidate pair prototypeCategory=Prototype, Settings=272026.06 | 5.31 | 24.89 | |
| CPA additive inverseCategory=Perturb. model, Settings=272026.06 | 4.57 | 24.96 | |
| IMPA nonlinear forward inverseCategory=Perturb. model, Settings=272026.06 | 4.47 | 21.23 | |
| Candidate LR top-2 scorerCategory=Discriminative, Settings=272026.06 | 4.45 | 26.02 | |
| Candidate nearest top-2 prototypeCategory=Prototype, Settings=272026.06 | 3.74 | 21.9 | |
| Random top-2Category=Task motivation, Settings=272026.06 | 1.64 | 10.42 |