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Upload leaderboard_results.csv
Browse files- leaderboard_results.csv +15 -0
leaderboard_results.csv
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Method,sim_sparse_MF_correlation,sim_sparse_MF_pvalue,sim_sparse_CC_correlation,sim_sparse_CC_pvalue,sim_sparse_BP_correlation,sim_sparse_BP_pvalue,sim_sparse_Ave_correlation,sim_sparse_Ave_pvalue,sim_200_MF_correlation,sim_200_MF_pvalue,sim_200_CC_correlation,sim_200_CC_pvalue,sim_200_BP_correlation,sim_200_BP_pvalue,sim_200_Ave_correlation,sim_200_Ave_pvalue,sim_500_MF_correlation,sim_500_MF_pvalue,sim_500_CC_correlation,sim_500_CC_pvalue,sim_500_BP_correlation,sim_500_BP_pvalue,sim_500_Ave_correlation,sim_500_Ave_pvalue,func_MF_accuracy,func_MF_F1,func_MF_precision,func_MF_recall,func_BP_accuracy,func_BP_F1,func_BP_precision,func_BP_recall,func_CC_accuracy,func_CC_F1,func_CC_precision,func_CC_recall,func_Ave_accuracy,func_Ave_F1,func_Ave_precision,func_Ave_recall,fam_nc_f1_ave,fam_nc_accuracy_ave,fam_nc_mcc_ave,fam_uc30_f1_ave,fam_uc30_accuracy_ave,fam_uc30_mcc_ave,fam_uc50_f1_ave,fam_uc50_accuracy_ave,fam_uc50_mcc_ave,fam_mm15_f1_ave,fam_mm15_accuracy_ave,fam_mm15_mcc_ave,aff_mse_ave,aff_mae_ave,aff_correlation_ave,aff_corr_ave
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AAC,-0.0121,0.8508,0.0912,0.1546,0.2141,0.0007,0.0978,0.3354,,,,,,,,,,,,,,,,,0.3881,0.4097,0.4867,0.443,0.1611,0.1872,0.3225,0.1976,0.2394,0.2322,0.2829,0.2819,0.2629,0.2764,0.364,0.3075,0.6178,0.6013,0.4607,0.5459,0.5508,0.435,0.5578,0.5505,0.4354,0.5868,0.5675,0.4167,1.8478,10.5931,,0.4605
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APAAC,0.1717,0.007,0.2409,0.0001,0.2736,0.0,0.2287,0.0024,,,,,,,,,,,,,,,,,0.471,0.5828,0.6744,0.5989,0.2239,0.3447,0.423,0.4093,0.2396,0.3953,0.4525,0.4603,0.3115,0.4409,0.5166,0.4895,0.4636,0.4722,0.3556,0.2315,0.2661,0.2398,0.3843,0.3888,0.2965,0.3779,0.3854,0.2879,1.7901,10.2267,,0.4772
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LEARNED-VEC,0.41,0.0,0.3052,0.0,0.2987,0.0,0.338,0.0,,,,,,,,,,,,,,,,,0.5858,0.6755,0.7205,0.6822,0.3066,0.3917,0.4774,0.387,0.3162,0.4089,0.4695,0.4221,0.4029,0.492,0.5558,0.4971,0.6879,0.6754,0.5398,0.6814,0.6705,0.5323,0.6921,0.6817,0.5387,0.6564,0.6366,0.4873,1.1848,8.1308,,0.7034
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PROTVEC,0.1854,0.0035,0.2058,0.0012,0.2953,0.0,0.2288,0.0016,,,,,,,,,,,,,,,,,0.5189,0.6367,0.6806,0.6692,0.2383,0.3624,0.4098,0.4215,0.2428,0.3808,0.4526,0.4208,0.3333,0.46,0.5143,0.5038,0.4383,0.4301,0.3518,0.4565,0.4486,0.3565,0.5457,0.5312,0.4064,0.5372,0.5368,0.4098,1.1341,8.0889,,0.7191
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K-SEP,0.2222,0.0004,0.2944,0.0,0.2924,0.0,0.2697,0.0002,,,,,,,,,,,,,,,,,0.7068,0.809,0.848,0.8124,0.359,0.5169,0.5932,0.5497,0.3445,0.5023,0.5819,0.5385,0.4701,0.6094,0.6744,0.6335,0.7496,0.7277,0.6548,0.769,0.7695,0.6933,0.8079,0.8001,0.7068,0.7254,0.71,0.607,0.9705,7.2073,,0.7613
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MUT2VEC,0.5462,0.0,0.3949,0.0,0.5799,0.0,0.507,0.0,,,,,,,,,,,,,,,,,0.4887,0.5731,0.6264,0.5738,0.3273,0.4271,0.4931,0.4205,0.3604,0.4616,0.5288,0.4561,0.3922,0.4873,0.5495,0.4835,0.5755,0.5542,0.3694,0.5786,0.5583,0.3655,0.5813,0.5618,0.3662,0.5894,0.5724,0.3617,,,,
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GENE2VEC,0.1756,0.0057,0.3596,0.0,0.408,0.0,0.3144,0.0019,,,,,,,,,,,,,,,,,0.444,0.5311,0.5932,0.5266,0.3116,0.4385,0.4921,0.4214,0.374,0.5016,0.5499,0.5009,0.3765,0.4904,0.5451,0.483,0.4978,0.4668,0.2701,0.5044,0.4736,0.2709,0.4887,0.4569,0.2629,0.454,0.4135,0.2167,,,,
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TCGA-EMBEDDING,0.0375,0.5578,0.5033,0.0,0.4822,0.0,0.341,0.1859,,,,,,,,,,,,,,,,,0.3026,0.3439,0.4061,0.3573,0.2366,0.3205,0.4167,0.3173,0.3416,0.4119,0.4955,0.4396,0.2936,0.3588,0.4395,0.3714,0.4831,0.4659,0.2476,0.4749,0.459,0.2444,0.4848,0.4668,0.2493,0.453,0.4342,0.1985,,,,
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PFAM,0.3489,0.0,0.5107,0.0,0.4222,0.0,0.4273,0.0,,,,,,,,,,,,,,,,,0.8148,0.8644,0.9292,0.8366,0.4794,0.5572,0.6724,0.5176,0.5037,0.5806,0.7127,0.5397,0.5993,0.6674,0.7714,0.6313,0.9193,0.9233,0.875,0.9155,0.92,0.8696,0.9166,0.9204,0.8701,0.8432,0.8493,0.761,2.2579,11.6927,,0.1917
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CPC-PROT,0.0605,0.3541,-0.087,0.234,0.1091,0.1043,0.0275,0.2308,,,,,,,,,,,,,,,,,0.5183,0.6545,0.7049,0.6819,0.2688,0.3955,0.5084,0.4087,0.3214,0.4352,0.5207,0.4555,0.3695,0.495,0.578,0.5153,0.7234,0.7117,0.5852,0.711,0.696,0.5716,0.7433,0.7351,0.6058,0.7159,0.7102,0.5676,0.7299,6.2609,,0.8309
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ESM1B,0.3847,0.0,0.3732,0.0,0.4152,0.0,0.391,0.0,,,,,,,,,,,,,,,,,0.7657,0.8324,0.8653,0.8376,0.4152,0.5333,0.6412,0.5463,0.4682,0.6098,0.7013,0.6317,0.5497,0.6585,0.7359,0.6719,0.9336,0.9321,0.8951,0.9359,0.9339,0.8965,0.8978,0.8864,0.8423,0.9151,0.9149,0.8636,0.4828,5.0019,,0.8915
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BERT-BFD,0.2919,0.0,0.4157,0.0,0.3235,0.0,0.3437,0.0,,,,,,,,,,,,,,,,,0.7667,0.8482,0.8727,0.8417,0.4867,0.6116,0.6996,0.5894,0.5062,0.6221,0.6941,0.6224,0.5865,0.6939,0.7555,0.6845,0.879,0.8748,0.8076,0.8762,0.8721,0.8046,0.8805,0.8767,0.8101,0.8561,0.8491,0.7728,0.5736,5.2118,,0.874
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BERT-PFAM,0.4965,0.0,0.2218,0.0022,0.2068,0.0019,0.3084,0.0014,,,,,,,,,,,,,,,,,0.7823,0.8466,0.8594,0.8533,0.4048,0.5351,0.6125,0.5465,0.4518,0.5811,0.6603,0.5823,0.5463,0.6543,0.7107,0.6607,0.8329,0.8226,0.7505,0.8393,0.8327,0.7558,0.8223,0.8104,0.7297,0.7868,0.7716,0.68,,,,
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SEQVEC,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.5331,5.2423,,0.8801
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