| { |
| "metric_name": "ndcg@10", |
| "metric_value": 0.6851508044977195, |
| "details": { |
| "optimal_distance_metric": "cosine_similarity", |
| "val_scores": { |
| "cosine_similarity": { |
| "accuracy@1": 0.5346733668341709, |
| "accuracy@3": 0.714572864321608, |
| "accuracy@5": 0.7698492462311558, |
| "accuracy@10": 0.828140703517588, |
| "ndcg@10": 0.682570463755056, |
| "mrr@10": 0.6357936507936508 |
| }, |
| "dot_score": { |
| "accuracy@1": 0.4442211055276382, |
| "accuracy@3": 0.6090452261306533, |
| "accuracy@5": 0.6753768844221105, |
| "accuracy@10": 0.7467336683417085, |
| "ndcg@10": 0.5922822430922994, |
| "mrr@10": 0.5432818856185687 |
| }, |
| "euclidean_distance": { |
| "accuracy@1": 0.5085427135678392, |
| "accuracy@3": 0.6984924623115578, |
| "accuracy@5": 0.7557788944723618, |
| "accuracy@10": 0.807035175879397, |
| "ndcg@10": 0.6603163598862779, |
| "mrr@10": 0.612886256680226 |
| } |
| }, |
| "test_scores": { |
| "cosine_similarity": { |
| "accuracy@1": 0.5336008024072216, |
| "accuracy@3": 0.7261785356068204, |
| "accuracy@5": 0.7773319959879639, |
| "accuracy@10": 0.827482447342026, |
| "ndcg@10": 0.6851508044977195, |
| "mrr@10": 0.638956154176816 |
| } |
| } |
| } |
| } |
