{ "split": "perturbation", "rows": { "flow-map-only": { "forward": { "mse": 0.0017506419577291532, "de_corr": 0.8443752184034662, "mmd": 0.40636296707676617, "pearson": 0.7724152516098098 }, "inverse": { "top1": 0.09090909090909091, "top5": 0.18181818181818182, "ndcg": 0.1762888354358521, "endpoint_dist": 0.9921409541910345 } }, "no-tangent": { "forward": { "mse": 0.001731510258941079, "de_corr": 0.8408393241722691, "mmd": 0.37349285466271814, "pearson": 0.7714462100349843 }, "inverse": { "top1": 0.045454545454545456, "top5": 0.18181818181818182, "ndcg": 0.1446297312285945, "endpoint_dist": 0.9842348342592065 } }, "no-semigroup": { "forward": { "mse": 0.00195918270780586, "de_corr": 0.8041895085826833, "mmd": 0.35951861984482014, "pearson": 0.721258614925628 }, "inverse": { "top1": 0.0, "top5": 0.09090909090909091, "ndcg": 0.07627732654967648, "endpoint_dist": 1.1208079132166775 } }, "PIVOT-full": { "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 } }, "EndpointMLP": { "forward": { "mse": 0.0011545048934962362, "de_corr": 0.6582605464661375, "mmd": 0.048875581526963176, "pearson": 0.6028436505572593 }, "inverse": { "top1": 0.13636363636363635, "top5": 0.22727272727272727, "ndcg": 0.21410929644360008, "endpoint_dist": 1.0358923240141436 } } } }