{"data":[{"id":8705,"dataset_type":1,"date":"2025-07-21 16:21:52","algo_name":"Multisong dataset (Original stems, wav)","main_text":"Multisong dataset (Original stems, wav). Instrum = mix - vocals\nDate added: 2025-07-21","proc":1,"proc_remote_date":"2025-07-21 16:21:52","msg":"OK","metrics":"Metric sdr for instrum: 120.1294\nMetric si_sdr for instrum: 120.1294\nMetric l1_freq for instrum: 100.0000\nMetric log_wmse for instrum: 73.6827\nMetric aura_stft for instrum: 99.9971\nMetric aura_mrstft for instrum: 99.9980\nMetric bleedless for instrum: 99.9996\nMetric fullness for instrum: 99.9996\nMetric sdr for vocals: 113.8223\nMetric si_sdr for vocals: 113.8223\nMetric l1_freq for vocals: 100.0000\nMetric log_wmse for vocals: 73.6827\nMetric aura_stft for vocals: 100.0000\nMetric aura_mrstft for vocals: 100.0000\nMetric bleedless for vocals: 100.0000\nMetric fullness for vocals: 100.0000\nMetric sdr for bass: 115.4846\nMetric si_sdr for bass: 115.4846\nMetric l1_freq for bass: 100.0000\nMetric log_wmse for bass: 73.6827\nMetric aura_stft for bass: 100.0000\nMetric aura_mrstft for bass: 100.0000\nMetric bleedless for bass: 100.0000\nMetric fullness for bass: 100.0000\nMetric sdr for drums: 114.9726\nMetric si_sdr for drums: 114.9726\nMetric l1_freq for drums: 100.0000\nMetric log_wmse for drums: 73.6827\nMetric aura_stft for drums: 100.0000\nMetric aura_mrstft for drums: 100.0000\nMetric bleedless for drums: 100.0000\nMetric fullness for drums: 100.0000\nMetric sdr for other: 112.9327\nMetric si_sdr for other: 112.9327\nMetric l1_freq for other: 100.0000\nMetric log_wmse for other: 73.6827\nMetric aura_stft for other: 100.0000\nMetric aura_mrstft for other: 100.0000\nMetric bleedless for other: 100.0000\nMetric fullness for other: 100.0000\n","sdr_instrum":120.1293531202703,"sdr_vocals":113.82227859893355,"sdr_drums":114.97263132287449,"sdr_bass":115.48464521236149,"sdr_other":112.93266426050027,"is_ensemble":0},{"id":8708,"dataset_type":1,"date":"2025-07-21 16:52:42","algo_name":"Multisong dataset (Original stems, mp3 320 kbps CBR)","main_text":"Multisong dataset (Original stems, mp3 320 kbps CBR)\r\n\r\nEncoded with: ffmpeg -acodec libmp3lame -b:a 320k\nDate added: 2025-07-21","proc":1,"proc_remote_date":"2025-07-21 16:52:42","msg":"OK","metrics":"Metric sdr for instrum: 37.8323\nMetric si_sdr for instrum: 37.8315\nMetric l1_freq for instrum: 75.5770\nMetric log_wmse for instrum: 33.7564\nMetric aura_stft for instrum: 13.6910\nMetric aura_mrstft for instrum: 67.2512\nMetric bleedless for instrum: 80.2825\nMetric fullness for instrum: 78.6924\nMetric sdr for vocals: 37.7401\nMetric si_sdr for vocals: 37.7395\nMetric l1_freq for vocals: 85.8281\nMetric log_wmse for vocals: 39.1045\nMetric aura_stft for vocals: 16.7199\nMetric aura_mrstft for vocals: 74.3986\nMetric bleedless for vocals: 82.1715\nMetric fullness for vocals: 81.1458\nMetric sdr for bass: 63.7831\nMetric si_sdr for bass: 63.8363\nMetric l1_freq for bass: 98.5827\nMetric log_wmse for bass: 64.8819\nMetric aura_stft for bass: 22.3716\nMetric aura_mrstft for bass: 76.9175\nMetric bleedless for bass: 93.8955\nMetric fullness for bass: 96.8571\nMetric sdr for drums: 34.9892\nMetric si_sdr for drums: 34.9873\nMetric l1_freq for drums: 80.7688\nMetric log_wmse for drums: 36.2012\nMetric aura_stft for drums: 16.3553\nMetric aura_mrstft for drums: 67.8490\nMetric bleedless for drums: 82.3744\nMetric fullness for drums: 79.7302\nMetric sdr for other: 42.0767\nMetric si_sdr for other: 42.0764\nMetric l1_freq for other: 91.6899\nMetric log_wmse for other: 43.4230\nMetric aura_stft for other: 15.6228\nMetric aura_mrstft for other: 74.3146\nMetric bleedless for other: 84.3166\nMetric fullness for other: 82.9556\n","sdr_instrum":37.8322752565097,"sdr_vocals":37.74007062144865,"sdr_drums":34.98916997753567,"sdr_bass":63.78308157796856,"sdr_other":42.07672166701081,"is_ensemble":0},{"id":8711,"dataset_type":1,"date":"2025-07-21 18:00:17","algo_name":"Multisong dataset (Original stems, m4a 320 kbps)","main_text":"Multisong dataset (Original stems, m4a 320 kbps)\r\n\r\nEncoded with: ffmpeg -acodec libfdk_aac -b:a 320k -cutoff 20000\nDate added: 2025-07-21","proc":1,"proc_remote_date":"2025-07-21 18:00:17","msg":"OK","metrics":"Metric sdr for instrum: 35.7982\nMetric si_sdr for instrum: 35.8476\nMetric l1_freq for instrum: 75.2929\nMetric log_wmse for instrum: 31.6730\nMetric aura_stft for instrum: 18.7736\nMetric aura_mrstft for instrum: 67.4087\nMetric bleedless for instrum: 75.0755\nMetric fullness for instrum: 75.2825\nMetric sdr for vocals: 35.0087\nMetric si_sdr for vocals: 35.0658\nMetric l1_freq for vocals: 84.8479\nMetric log_wmse for vocals: 35.8428\nMetric aura_stft for vocals: 20.3797\nMetric aura_mrstft for vocals: 65.8580\nMetric bleedless for vocals: 76.0297\nMetric fullness for vocals: 78.3300\nMetric sdr for bass: 45.7337\nMetric si_sdr for bass: 45.8388\nMetric l1_freq for bass: 96.8023\nMetric log_wmse for bass: 47.5015\nMetric aura_stft for bass: 17.7461\nMetric aura_mrstft for bass: 46.1093\nMetric bleedless for bass: 76.1682\nMetric fullness for bass: 90.3456\nMetric sdr for drums: 35.1843\nMetric si_sdr for drums: 35.2159\nMetric l1_freq for drums: 82.9085\nMetric log_wmse for drums: 35.8938\nMetric aura_stft for drums: 19.9737\nMetric aura_mrstft for drums: 60.7747\nMetric bleedless for drums: 79.8259\nMetric fullness for drums: 78.1974\nMetric sdr for other: 34.9088\nMetric si_sdr for other: 34.9879\nMetric l1_freq for other: 88.3386\nMetric log_wmse for other: 36.7374\nMetric aura_stft for other: 20.9129\nMetric aura_mrstft for other: 67.6620\nMetric bleedless for other: 71.4649\nMetric fullness for other: 76.8450\n","sdr_instrum":35.7982070368106,"sdr_vocals":35.00867772224292,"sdr_drums":35.18433946129056,"sdr_bass":45.73373260156972,"sdr_other":34.908791732837955,"is_ensemble":0},{"id":8706,"dataset_type":1,"date":"2025-07-21 16:44:45","algo_name":"Multisong dataset (Original stems, mp3 128 kbps CBR)","main_text":"Multisong dataset (Original stems, mp3 128 kbps CBR)\r\n\r\nEncoded with: ffmpeg -acodec libmp3lame -b:a 128k\nDate added: 2025-07-21","proc":1,"proc_remote_date":"2025-07-21 16:44:45","msg":"OK","metrics":"Metric sdr for instrum: 21.3175\nMetric si_sdr for instrum: 23.3162\nMetric l1_freq for instrum: 39.1504\nMetric log_wmse for instrum: 19.2393\nMetric aura_stft for instrum: 5.9817\nMetric aura_mrstft for instrum: 24.1320\nMetric bleedless for instrum: 40.4001\nMetric fullness for instrum: 43.0528\nMetric sdr for vocals: 20.0600\nMetric si_sdr for vocals: 21.4422\nMetric l1_freq for vocals: 52.1444\nMetric log_wmse for vocals: 22.4172\nMetric aura_stft for vocals: 6.9971\nMetric aura_mrstft for vocals: 27.4902\nMetric bleedless for vocals: 40.7404\nMetric fullness for vocals: 44.3957\nMetric sdr for bass: 25.7843\nMetric si_sdr for bass: 48.3828\nMetric l1_freq for bass: 81.7562\nMetric log_wmse for bass: 33.0754\nMetric aura_stft for bass: 10.5471\nMetric aura_mrstft for bass: 37.2494\nMetric bleedless for bass: 59.8295\nMetric fullness for bass: 66.0697\nMetric sdr for drums: 19.7678\nMetric si_sdr for drums: 21.2955\nMetric l1_freq for drums: 50.4845\nMetric log_wmse for drums: 22.6815\nMetric aura_stft for drums: 6.7921\nMetric aura_mrstft for drums: 25.4437\nMetric bleedless for drums: 45.4697\nMetric fullness for drums: 45.9172\nMetric sdr for other: 21.4497\nMetric si_sdr for other: 23.7855\nMetric l1_freq for other: 62.6936\nMetric log_wmse for other: 24.3432\nMetric aura_stft for other: 7.4046\nMetric aura_mrstft for other: 28.6114\nMetric bleedless for other: 36.1316\nMetric fullness for other: 48.2973\n","sdr_instrum":21.31751255455993,"sdr_vocals":20.059953258734893,"sdr_drums":19.76776313637804,"sdr_bass":25.78431849041256,"sdr_other":21.449656726065278,"is_ensemble":0},{"id":8375,"dataset_type":1,"date":"2025-06-05 12:39:47","algo_name":"Bass Ensemble (SCNet XL + BS Roformer SW)","main_text":"Bass Ensemble (SCNet XL + BS Roformer SW)\nDate added: 2025-06-05","proc":1,"proc_remote_date":"2025-06-05 12:39:47","msg":"OK","metrics":"Metric sdr for bass: 14.8705\nMetric si_sdr for bass: 14.7294\nMetric l1_freq for bass: 60.1990\nMetric log_wmse for bass: 19.1211\nMetric aura_stft for bass: 6.2868\nMetric aura_mrstft for bass: 5.8201\nMetric bleedless for bass: 36.5194\nMetric fullness for bass: 21.0080\n","sdr_instrum":-1000,"sdr_vocals":-1000,"sdr_drums":-1000,"sdr_bass":14.870510369086785,"sdr_other":-1000,"is_ensemble":1},{"id":8504,"dataset_type":1,"date":"2025-07-03 16:10:30","algo_name":"MVSep Ensemble (vocals, instrum, bass, drums, other) (2025.06.30)","main_text":"New bass, drums and vocals models\nDate added: 2025-07-03","proc":1,"proc_remote_date":"2025-07-03 16:10:30","msg":"OK","metrics":"Metric sdr for instrum: 18.2354\nMetric si_sdr for instrum: 18.1492\nMetric l1_freq for instrum: 40.8994\nMetric log_wmse for instrum: 14.8814\nMetric aura_stft for instrum: 13.8955\nMetric aura_mrstft for instrum: 17.6244\nMetric bleedless for instrum: 47.6842\nMetric fullness for instrum: 28.7037\nMetric sdr for vocals: 11.9281\nMetric si_sdr for vocals: 11.5805\nMetric l1_freq for vocals: 39.9388\nMetric log_wmse for vocals: 14.8815\nMetric aura_stft for vocals: 9.4351\nMetric aura_mrstft for vocals: 11.4467\nMetric bleedless for vocals: 36.3885\nMetric fullness for vocals: 17.7154\nMetric sdr for bass: 14.8520\nMetric si_sdr for bass: 14.7112\nMetric l1_freq for bass: 60.1562\nMetric log_wmse for bass: 19.1114\nMetric aura_stft for bass: 6.1456\nMetric aura_mrstft for bass: 5.7714\nMetric bleedless for bass: 35.9045\nMetric fullness for bass: 20.9714\nMetric sdr for drums: 14.3339\nMetric si_sdr for drums: 13.9338\nMetric l1_freq for drums: 42.7010\nMetric log_wmse for drums: 17.3315\nMetric aura_stft for drums: 8.8835\nMetric aura_mrstft for drums: 8.9183\nMetric bleedless for drums: 38.9996\nMetric fullness for drums: 17.1719\nMetric sdr for other: 9.0065\nMetric si_sdr for other: 8.3556\nMetric l1_freq for other: 37.8633\nMetric log_wmse for other: 13.6075\nMetric aura_stft for other: 6.7696\nMetric aura_mrstft for other: 9.6316\nMetric bleedless for other: 23.1926\nMetric fullness for other: 17.7075\n","sdr_instrum":18.23540799901225,"sdr_vocals":11.928059115291285,"sdr_drums":14.33385233403542,"sdr_bass":14.85200200461222,"sdr_other":9.006463124843641,"is_ensemble":1},{"id":10913,"dataset_type":1,"date":"2026-10-15 01:33:28","algo_name":"MLSLABS WCJ V2","main_text":"mlslabs wuchengjia\nDate added: 2026-10-15","proc":1,"proc_remote_date":"2026-10-15 01:33:28","msg":"OK","metrics":"Metric sdr for instrum: 17.7038\nMetric si_sdr for instrum: 17.6113\nMetric l1_freq for instrum: 39.9351\nMetric log_wmse for instrum: 14.4038\nMetric aura_stft for instrum: 13.0182\nMetric aura_mrstft for instrum: 16.2520\nMetric bleedless for instrum: 48.5796\nMetric fullness for instrum: 26.8935\nMetric sdr for vocals: 11.3963\nMetric si_sdr for vocals: 10.9770\nMetric l1_freq for vocals: 39.1555\nMetric log_wmse for vocals: 14.4038\nMetric aura_stft for vocals: 8.8994\nMetric aura_mrstft for vocals: 10.7597\nMetric bleedless for vocals: 37.7989\nMetric fullness for vocals: 16.5252\nMetric sdr for bass: 14.8164\nMetric si_sdr for bass: 14.4792\nMetric l1_freq for bass: 60.4931\nMetric log_wmse for bass: 19.0611\nMetric aura_stft for bass: 5.7752\nMetric aura_mrstft for bass: 4.8627\nMetric bleedless for bass: 40.3677\nMetric fullness for bass: 19.6855\nMetric sdr for drums: 14.2893\nMetric si_sdr for drums: 13.8715\nMetric l1_freq for drums: 42.5961\nMetric log_wmse for drums: 17.2926\nMetric aura_stft for drums: 7.5498\nMetric aura_mrstft for drums: 6.8548\nMetric bleedless for drums: 45.3405\nMetric fullness for drums: 14.5163\nMetric sdr for other: 8.8537\nMetric si_sdr for other: 8.2011\nMetric l1_freq for other: 37.8834\nMetric log_wmse for other: 13.4179\nMetric aura_stft for other: 6.7845\nMetric aura_mrstft for other: 9.7841\nMetric bleedless for other: 23.5414\nMetric fullness for other: 17.6817\n","sdr_instrum":17.703778844424882,"sdr_vocals":11.396308596910227,"sdr_drums":14.289307648825,"sdr_bass":14.81639120793011,"sdr_other":8.853650506956315,"is_ensemble":0},{"id":8377,"dataset_type":1,"date":"2025-06-06 03:02:02","algo_name":"BS\u00b2","main_text":"new BS rofo + BigShifts(=5)\r\n\r\n\r\n-jarredou\nDate added: 2025-06-06","proc":1,"proc_remote_date":"2025-06-06 03:02:02","msg":"OK","metrics":"Metric sdr for vocals: 11.3865\nMetric si_sdr for vocals: 10.9675\nMetric l1_freq for vocals: 39.0173\nMetric log_wmse for vocals: 14.3954\nMetric aura_stft for vocals: 8.9407\nMetric aura_mrstft for vocals: 11.0761\nMetric bleedless for vocals: 37.0180\nMetric fullness for vocals: 16.7991\nMetric sdr for bass: 14.7863\nMetric si_sdr for bass: 14.6054\nMetric l1_freq for bass: 60.3138\nMetric log_wmse for bass: 19.0463\nMetric aura_stft for bass: 5.2555\nMetric aura_mrstft for bass: 4.3972\nMetric bleedless for bass: 36.6664\nMetric fullness for bass: 20.7747\nMetric sdr for drums: 14.2819\nMetric si_sdr for drums: 13.8645\nMetric l1_freq for drums: 42.4337\nMetric log_wmse for drums: 17.2982\nMetric aura_stft for drums: 7.5112\nMetric aura_mrstft for drums: 6.9488\nMetric bleedless for drums: 44.4536\nMetric fullness for drums: 14.8837\nMetric sdr for other: 8.8356\nMetric si_sdr for other: 8.1795\nMetric l1_freq for other: 37.6006\nMetric log_wmse for other: 13.3975\nMetric aura_stft for other: 5.1861\nMetric aura_mrstft for other: 7.5876\nMetric bleedless for other: 27.7788\nMetric fullness for other: 15.7847\n","sdr_instrum":-1000,"sdr_vocals":11.38645803492997,"sdr_drums":14.281921222243884,"sdr_bass":14.786309363268801,"sdr_other":8.835615057080775,"is_ensemble":0},{"id":9353,"dataset_type":1,"date":"2025-12-02 10:48:18","algo_name":"MLSLABS WCJ","main_text":"mlslabs wuchengjia\nDate added: 2025-12-02","proc":1,"proc_remote_date":"2025-12-02 10:48:18","msg":"OK","metrics":"Metric sdr for instrum: 17.6040\nMetric si_sdr for instrum: 17.5108\nMetric l1_freq for instrum: 38.8652\nMetric log_wmse for instrum: 14.3234\nMetric aura_stft for instrum: 11.7533\nMetric aura_mrstft for instrum: 14.8912\nMetric bleedless for instrum: 46.6442\nMetric fullness for instrum: 26.3925\nMetric sdr for vocals: 11.3882\nMetric si_sdr for vocals: 10.9672\nMetric l1_freq for vocals: 39.1115\nMetric log_wmse for vocals: 14.3975\nMetric aura_stft for vocals: 8.9682\nMetric aura_mrstft for vocals: 10.8940\nMetric bleedless for vocals: 38.0495\nMetric fullness for vocals: 16.4426\nMetric sdr for bass: 14.7841\nMetric si_sdr for bass: 14.5995\nMetric l1_freq for bass: 60.4665\nMetric log_wmse for bass: 19.0529\nMetric aura_stft for bass: 5.7851\nMetric aura_mrstft for bass: 4.9016\nMetric bleedless for bass: 40.9173\nMetric fullness for bass: 19.6755\nMetric sdr for drums: 14.2828\nMetric si_sdr for drums: 13.8643\nMetric l1_freq for drums: 42.6080\nMetric log_wmse for drums: 17.2899\nMetric aura_stft for drums: 7.6162\nMetric aura_mrstft for drums: 6.9540\nMetric bleedless for drums: 45.4778\nMetric fullness for drums: 14.5455\nMetric sdr for other: 8.8299\nMetric si_sdr for other: 8.1685\nMetric l1_freq for other: 37.6650\nMetric log_wmse for other: 13.3989\nMetric aura_stft for other: 5.3241\nMetric aura_mrstft for other: 7.5940\nMetric bleedless for other: 28.4156\nMetric fullness for other: 15.5087\n","sdr_instrum":17.604030825959786,"sdr_vocals":11.388243616507344,"sdr_drums":14.28277137333435,"sdr_bass":14.784118310308935,"sdr_other":8.82986089545173,"is_ensemble":0},{"id":10674,"dataset_type":1,"date":"2026-09-11 08:18:26","algo_name":"Quatra - BS-RoFormer SW (MLX, 13.35 s \/ 75 % overlap \/ TTA)","main_text":"Apple Silicon MLX port of BS-RoFormer SW. Reference chunk 13.35 s, 75 % overlap, 3-pass TTA (original, L\/R swap, polarity). Other = residual, instrumental = mix \u2212 vocals. 24-bit FLAC.\nDate added: 2026-09-11","proc":1,"proc_remote_date":"2026-09-11 08:18:26","msg":"OK","metrics":"Metric sdr for instrum: 17.6734\nMetric si_sdr for instrum: 17.5800\nMetric l1_freq for instrum: 39.7880\nMetric log_wmse for instrum: 14.3765\nMetric aura_stft for instrum: 12.6325\nMetric aura_mrstft for instrum: 15.7862\nMetric bleedless for instrum: 48.7797\nMetric fullness for instrum: 26.3201\nMetric sdr for vocals: 11.3659\nMetric si_sdr for vocals: 10.9435\nMetric l1_freq for vocals: 39.1367\nMetric log_wmse for vocals: 14.3765\nMetric aura_stft for vocals: 8.6462\nMetric aura_mrstft for vocals: 10.4599\nMetric bleedless for vocals: 37.6608\nMetric fullness for vocals: 16.3625\nMetric sdr for bass: 14.7406\nMetric si_sdr for bass: 14.4940\nMetric l1_freq for bass: 60.3518\nMetric log_wmse for bass: 19.0060\nMetric aura_stft for bass: 5.2085\nMetric aura_mrstft for bass: 4.2460\nMetric bleedless for bass: 39.2748\nMetric fullness for bass: 19.7565\nMetric sdr for drums: 14.2026\nMetric si_sdr for drums: 13.7810\nMetric l1_freq for drums: 42.3671\nMetric log_wmse for drums: 17.2234\nMetric aura_stft for drums: 7.2378\nMetric aura_mrstft for drums: 6.5671\nMetric bleedless for drums: 45.3798\nMetric fullness for drums: 14.2149\nMetric sdr for other: 8.8068\nMetric si_sdr for other: 8.1457\nMetric l1_freq for other: 37.7281\nMetric log_wmse for other: 13.3782\nMetric aura_stft for other: 6.5476\nMetric aura_mrstft for other: 9.5115\nMetric bleedless for other: 24.3536\nMetric fullness for other: 17.1374\n","sdr_instrum":17.67338437173467,"sdr_vocals":11.36591406464093,"sdr_drums":14.202635411507112,"sdr_bass":14.740609977511173,"sdr_other":8.806771469912038,"is_ensemble":0}],"dataset_type":"1","sortables":["sdr_bass","sdr_drums","sdr_other","sdr_vocals","sdr_instrum"],"sort":null}