CODEx
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Threshold calibration for link prediction | CoDEx-m | Accuracy0.78 | 28 | |
| Threshold calibration for link prediction | CoDEx-s | Accuracy81 | 28 | |
| Cell type classification | CODEX 49-marker panel (test) | Balanced Accuracy84.2 | 22 | |
| Coding | Codex-Eval | Pass@1094.1 | 16 | |
| Triple classification | CoDeX S | Accuracy89.01 | 12 | |
| Transductive link prediction | CODEx L (test) | MRR0.345 | 9 | |
| Knowledge Graph Reasoning | CoDEx-M transductive (test) | Hit@100.526 | 5 | |
| Link Prediction | CoDEx-L | MRR0.258 | 5 | |
| Link Prediction | CoDEx Small transductive (test) | MRR49 | 3 | |
| Link Prediction | CoDEx Medium pre-training (test) | MRR37.2 | 2 |
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