JUMP-CP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| MoA classification | JUMP-CP Source S8 (test) | Accuracy99.1 | 17 | |
| MoA classification | JUMP-CP Source S3 (test) | Accuracy94.9 | 17 | |
| Mechanism of Action (MoA) Classification | JUMP-CP S8 → S6 | Accuracy64.8 | 14 | |
| Mechanism of Action (MoA) Classification | JUMP-CP S3 → S6 | Accuracy65.7 | 14 | |
| Mechanism of Action (MoA) Classification | JUMP-CP S8 → S3 | Accuracy78.8 | 14 | |
| Mechanism of Action (MoA) Classification | JUMP-CP S3 → S8 | Accuracy87.8 | 14 | |
| MoA prediction | JUMP-CP Source 3 (new experimental batch) | Accuracy93.5 | 13 | |
| Image Classification | JUMP-CP (test) | Accuracy69.19 | 12 | |
| Multi-channel Image Classification | JUMP-CP Partial channels (test) | Accuracy57.98 | 9 | |
| Multi-channel Image Classification | JUMP-CP Full channels (test) | Accuracy69.19 | 9 | |
| Multi-channel image classification | JUMP-CP (Partial) | Accuracy70.02 | 8 | |
| Multi-channel image classification | JUMP-CP (Full) | Accuracy86.11 | 8 | |
| MoA prediction | JUMP-CP Source 3 (in-domain) | Accuracy94.9 | 4 |
Showing 13 of 13 rows