One-shot transfer to unseen intervention on CPG-Pilot unseen genetic perturbations
17.8Top-1 AccuracyTIDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TIDEBackbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 17.8 | 40.74 | |
| TIDEBackbone=ViT, Evaluation protocol=One-shot2026.04 | 16.01 | 39.12 | |
| CL (D)Backbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 15.17 | 38.46 | |
| CL (R)Backbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 14.87 | 35.51 | |
| CL (D)Backbone=ViT, Evaluation protocol=One-shot2026.04 | 14.61 | 36.66 | |
| DINOBackbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 13.97 | 33.46 | |
| CL (R)Backbone=ViT, Evaluation protocol=One-shot2026.04 | 13.97 | 30.64 | |
| DINOBackbone=ViT, Evaluation protocol=One-shot2026.04 | 11.36 | 30.82 | |
| MAEBackbone=ViT, Evaluation protocol=One-shot2026.04 | 2.95 | 12.31 | |
| MAEBackbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 2.05 | 8.97 |