RxRx1
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| siRNA perturbation classification | RxRx1 out-of-distribution wilds (test) | Performance (HEPG2)29.6 | 22 | |
| Image Classification | RxRx1 OOD WILDS (test) | Top-1 Acc39.6 | 16 | |
| Image Classification | RxRx1 ID WILDS (val) | Top-1 Accuracy35.9 | 16 | |
| microscopy generative modelling | RxRx1 (test) | FID9 | 13 | |
| Image Classification | RxRx1 wilds (test ID) | Accuracy51.5 | 12 | |
| Genetic perturbation classification | RxRx1-wilds in-distribution (test) | HEPG2 Performance39 | 11 | |
| Image Recognition | RxRX1 | Accuracy10.1 | 11 | |
| siRNA perturbation classification | RxRx1 | Classification Accuracy (HEPG2)86.4 | 5 | |
| Domain Generalization | RxRx1 Wilds (test) | Accuracy29.9 | 5 | |
| Domain Generalization | RxRx1 Wilds (test id) | Acc35.9 | 5 | |
| Domain Generalization | RxRx1 Wilds (val) | Acc0.194 | 5 | |
| Image Classification | RxRx1 OOD WILDS (val) | Top-1 Acc19.2 | 4 |
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