JUMP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | JUMP | Accuracy83.43 | 14 | |
| Batch Correction | JUMP 1 | Conn.0.6 | 11 | |
| Out-of-Distribution Detection | JUMP Intensity Shift | AUROC90.63 | 10 | |
| Out-of-Distribution Detection | JUMP (Unseen Plates) | AUROC74.44 | 10 | |
| Out-of-Distribution Detection | JUMP (Unseen Cell Lines) | AUROC0.8696 | 10 | |
| Batch Correction | JUMP 4 | Connectivity0.65 | 9 | |
| Batch Correction | JUMP 3 1.0 (supplementary) | Connectivity0.81 | 9 | |
| Batch Correction | JUMP 2 | Connectivity0.34 | 9 | |
| Batch Correction | JUMP large, diverse batch setting 5 | Conn.0.34 | 7 | |
| Motion Adaptation | Jump | MELV1.202 | 5 |
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