MoA prediction on JUMP-CP Source 3 (new experimental batch)
93.5AccuracyARM-BN
Evaluation Results
| Method | Links | |
|---|---|---|
| ARM-BNMethod category=Meta-learning, TTA=true, In-context=true, Foundation Model (FM)=false2026.04 | 93.5 | |
| CS-ARM-BNMethod category=Meta-learning, TTA=true, In-context=true, Foundation Model (FM)=false2026.04 | 93 | |
| AdaBNMethod category=Distance, TTA=true, In-context=false, Foundation Model (FM)=false2026.04 | 92.8 | |
| TENTMethod category=Distance, TTA=true, In-context=false, Foundation Model (FM)=false2026.04 | 92.6 | |
| DANNMethod category=Adversarial, TTA=false, In-context=false, Foundation Model (FM)=false2026.04 | 91.1 | |
| CORALMethod category=Distance, TTA=false, In-context=false, Foundation Model (FM)=false2026.04 | 89.3 | |
| no adaptation (InstanceNorm)Method category=Baselines, TTA=false, In-context=false, Foundation Model (FM)=false2026.04 | 89.1 | |
| no adaptation (BatchNorm)Method category=Baselines, TTA=false, In-context=false, Foundation Model (FM)=false2026.04 | 86.2 | |
| CellProfilerMethod category=Baselines, TTA=false, In-context=false, Foundation Model (FM)=false2026.04 | 86 | |
| ARM-CMLMethod category=Meta-learning, TTA=true, In-context=true, Foundation Model (FM)=false2026.04 | 84.3 | |
| Style-IDMethod category=Generative, TTA=true, In-context=false, Foundation Model (FM)=false2026.04 | 78.1 | |
| CA-MAE (FM) + TVNMethod category=Distance, TTA=true, In-context=false, Foundation Model (FM)=true2026.04 | 74.7 | |
| CA-MAE (FM)Method category=Baselines, TTA=false, In-context=false, Foundation Model (FM)=true2026.04 | 70.9 |