One-shot transfer to unseen intervention on RxRx3 (unseen genetic perturbations)
6.04Top-1 AccuracyTIDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TIDEBackbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 6.04 | 17.27 | |
| CL (D)Backbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 5.93 | 16.4 | |
| TIDEBackbone=ViT, Evaluation protocol=One-shot2026.04 | 5.62 | 16.86 | |
| CL (R)Backbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 5.25 | 13.9 | |
| CL (D)Backbone=ViT, Evaluation protocol=One-shot2026.04 | 5.16 | 15.63 | |
| CL (R)Backbone=ViT, Evaluation protocol=One-shot2026.04 | 4.93 | 14.27 | |
| DINOBackbone=ViT, Evaluation protocol=One-shot2026.04 | 4.82 | 14.86 | |
| DINOBackbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 4.62 | 13.32 | |
| MAEBackbone=ViT, Evaluation protocol=One-shot2026.04 | 1.54 | 6.79 | |
| MAEBackbone=CA-ViT, Evaluation protocol=One-shot2026.04 | 1 | 3.26 |