| { |
| "split": "perturbation", |
| "rows": { |
| "gene_op": { |
| "forward": { |
| "mse": 0.0018839154465550042, |
| "de_corr": 0.8260913965232829, |
| "mmd": 0.2779389477818921, |
| "pearson": 0.7429934785641888 |
| }, |
| "inverse": { |
| "top1": 0.0, |
| "top5": 0.13636363636363635, |
| "ndcg": 0.0741331706168103, |
| "endpoint_dist": 1.10553578896956 |
| } |
| }, |
| "op_only": { |
| "forward": { |
| "mse": 0.0036388238541474765, |
| "de_corr": 0.4861906795425618, |
| "mmd": 0.2997179725547505, |
| "pearson": 0.4692922436850185 |
| }, |
| "inverse": { |
| "top1": 0.0, |
| "top5": 0.18181818181818182, |
| "ndcg": 0.10475755936295951, |
| "endpoint_dist": 1.5618621165102178 |
| } |
| }, |
| "gene_only": { |
| "forward": { |
| "mse": 0.0019814494465963243, |
| "de_corr": 0.8269104006442618, |
| "mmd": 0.2864381163653205, |
| "pearson": 0.7344451238341788 |
| }, |
| "inverse": { |
| "top1": 0.0, |
| "top5": 0.045454545454545456, |
| "ndcg": 0.059209173521086636, |
| "endpoint_dist": 1.128328177061948 |
| } |
| }, |
| "random_id": { |
| "forward": { |
| "mse": 0.003925378121029427, |
| "de_corr": 0.4371013550999317, |
| "mmd": 0.3452091584109617, |
| "pearson": 0.4009652477887241 |
| }, |
| "inverse": { |
| "top1": 0.0, |
| "top5": 0.0, |
| "ndcg": 0.0, |
| "endpoint_dist": 1.181209458546205 |
| } |
| }, |
| "gene_pathway_op": { |
| "forward": { |
| "mse": 0.002060087917228923, |
| "de_corr": 0.8255276011818267, |
| "mmd": 0.2896023761246202, |
| "pearson": 0.7541268989443779 |
| }, |
| "inverse": { |
| "top1": 0.0, |
| "top5": 0.13636363636363635, |
| "ndcg": 0.09442383563302575, |
| "endpoint_dist": 1.1720866127447649 |
| } |
| } |
| } |
| } |