affinity_results.csv

Method,mse_0,mse_1,mse_2,mse_3,mse_4,mse_5,mse_6,mse_7,mse_8,mse_9,mae_0,mae_1,mae_2,mae_3,mae_4,mae_5,mae_6,mae_7,mae_8,mae_9,corr_0,corr_1,corr_2,corr_3,corr_4,corr_5,corr_6,corr_7,corr_8,corr_9
AAC,16.836.684.522.779.000,1.948.252.710.023.090,19.442.038.635.765.500,19.305.996.995.916.200,1.696.046.558.062.030,16.487.213.749.054.500,1.854.285.571.915.400,18.399.296.588.895.300,2.013.784.830.092.510,19.183.400.363.275.200,1.022.843.040.936.940,11.031.640.829.872.600,10.884.177.170.142.100,10.757.777.948.294.000,10.321.767.265.575.500,9.540.095.822.948.470,10.564.565.958.423.700,10.717.634.568.782.900,10.981.400.888.878.200,10.903.877.166.018.700,4.841.408.959.679.720,4.439.958.199.275.630,4.237.253.777.083.120,4.818.181.761.301.670,5.261.045.211.800.050,4.901.437.404.421.270,5.045.744.458.590.330,434.939.705.206.433,4.031.430.504.780.230,4.121.600.660.760.810
APAAC,17.565.429.731.688.500,18.770.061.885.323.100,17.567.834.978.278.600,19.385.566.106.194.000,1.714.857.365.616.500,14.987.285.962.293.600,17.389.881.256.685.300,1.984.051.908.385.330,1.810.790.729.012.920,1.824.197.590.116.160,1.023.108.239.771.460,10.339.208.512.311.500,9.883.431.537.832.580,10.739.856.159.015.200,9.905.499.532.881.840,947.903.038.315.344,10.167.629.594.856.400,10.826.504.979.185.300,10.267.876.565.485.200,10.427.031.320.406.600,4.548.579.437.999.390,51.844.779.106.353.900,4.905.676.166.611.100,4.840.315.758.901.770,458.192.602.085,53.640.803.260.196.200,5.431.488.893.581.110,3.971.383.391.744.220,491.341.319.203.262,39.833.444.697.791.000
LEARNED-VEC,10.166.950.258.016.700,11.613.478.810.781.300,12.798.630.623.259.400,12.273.075.116.153.000,11.710.907.787.455.000,10.471.667.910.216.800,1.250.117.233.254.520,12.537.393.650.695.400,11.330.767.812.255.400,13.073.549.688.966.500,7.483.916.820.381.270,8.120.023.381.777.550,8.065.292.109.908.390,8.125.022.283.789.170,8.318.308.391.314.720,7.865.723.563.652.190,8.248.700.158.129.460,879.323.597.023.734,771.576.708.799.199,8.572.172.639.360.690,7.320.243.723.098.750,7.213.043.634.429.820,6.793.002.026.184.980,716.394.010.912.154,7.065.338.028.464.620,716.842.907.514.193,7.055.848.645.016.660,6.696.668.749.264.830,728.684.000.399.552,6.581.644.921.050.710
PROTVEC,0.9450784683700996,11.079.794.765.340.900,11.841.380.227.796.100,13.058.826.287.165.300,10.947.666.930.043.100,1.077.726.442.398.190,1.134.837.126.432.020,11.585.300.412.488.400,11.541.626.533.177.700,11.775.252.431.706.700,7.703.737.329.037.650,8.023.557.653.957.200,823.140.246.734.663,8.616.002.115.044.200,790.027.975.146.646,7.859.473.060.140.450,7.918.496.499.430.010,8.399.731.001.183.660,8.026.435.222.174.820,821.033.705.333.975,7.546.118.716.490.060,7.361.078.083.106.160,7.081.617.012.381.430,6.941.747.699.668.540,7.293.121.739.855.130,7.114.312.215.364.780,736.838.457.266.331,7.001.229.221.908.690,7.209.471.755.875.360,6.994.027.448.059.600
ProtXLNET,0.5755701569694394,0.6829608546778123,0.5698319596854814,0.7123793002064035,0.5878760430877223,0.512662566190357,0.6956264450227203,0.6557132743531173,0.5206136017737155,0.5544770822654249,5.712.806.285.143.970,61.163.278.305.725.300,549.805.228.296.072,6.026.315.722.195.930,5.722.242.821.158.820,5.331.992.957.250.980,5.824.786.818.386.830,5.876.339.115.169.600,5.408.661.259.148.200,5.483.145.068.459.900,8.599.513.660.996.570,849.212.093.792.428,8.726.173.718.011.390,8.468.160.092.309.790,8.654.096.875.801.860,8.731.780.616.977.590,8.485.606.634.334.490,8.429.544.938.391.240,885.417.519.567.796,8.711.957.072.581.380
ProtT5,0.5420257866975313,0.5379780353141523,0.5276031012315961,0.5873620649955719,0.5311363037660035,0.5045555334336093,1.043.042.542.235.270,0.5180993370332959,0.6573077073185841,0.585780609354982,5.409.784.939.039.570,5.470.758.471.550.830,5.239.654.730.922.920,5.719.940.950.490.850,5.323.067.992.381.190,51.160.633.750.154.000,5.682.376.178.570.020,5.473.451.576.369.670,5.595.246.519.053.810,5.589.384.893.466.550,8.696.699.988.331.220,8.840.427.909.228.740,8.837.802.142.247.080,8.755.621.573.204.520,8.791.087.073.605.940,8.765.868.363.369.640,801.682.083.233.928,8.789.000.682.328.770,8.533.267.451.857.590,8.632.520.013.005.220
SEQVEC,0.48502687629268826,0.5891293710389134,0.5389950466321947,0.6008960241488477,0.5118265717285677,0.48295951852870306,0.5873263197580126,0.5866599413281882,0.4986661814714978,0.44909832457875243,5.183.610.236.041.340,5.630.843.799.991.880,50.921.696.315.336.700,5.296.862.607.425.330,5.274.797.690.149.690,511.427.027.769.054,5.296.176.467.128.770,545.954.191.417.447,5.082.051.445.380.160,4.992.459.336.632.330,8.839.153.879.800.540,871.984.654.564.511,8.812.974.656.562.810,8.724.047.507.815.760,883.799.171.952.814,8.819.884.411.821.610,8.753.728.614.650.220,8.616.784.622.993.450,8.912.344.651.384.120,8.978.086.795.399.090
K-SEP,0.8196744266002179,1.074.306.414.112.750,10.746.759.094.033.300,10.722.090.461.075.600,0.8464572631270224,0.9899197313770788,0.8562282685020859,1.137.318.372.472.500,0.9811060015569966,0.8531479523778168,6.839.081.508.689.480,7.606.412.609.738.070,7.254.431.185.202.570,7.621.368.662.456.820,67.473.827.951.804.400,7.267.058.986.979.570,677.266.813.572.676,79.301.644.000.060.900,70.559.291.847.100.400,6.978.652.675.065.570,7.665.588.827.797.910,7.660.451.232.170.970,7.410.873.754.738.080,7.423.029.921.676.280,7.988.246.706.243.860,7.271.787.652.003.000,8.128.571.846.337.690,7.060.006.391.754.550,7.690.426.021.767.880,7.827.444.422.035.150
PFAM^,21.080.725.198.514.300,2.369.754.712.761.040,22.731.113.271.623.800,24.244.058.851.458.100,22.812.349.641.007.800,2.058.992.245.277.640,22.549.504.748.938.400,2.227.671.872.078.740,2.342.702.528.711.830,2.237.944.953.316.920,1.152.857.117.604.610,1.211.338.292.260.860,11.882.771.916.456.800,12.039.007.576.256.200,11.845.835.274.023.000,10.687.140.707.127.500,11.633.480.368.842.400,11.645.657.028.120.100,11.767.189.767.182.500,1.178.415.678.171.760,2.068.227.836.841.260,1.484.579.329.018.720,2.024.303.718.245.920,18.724.083.279.941.300,1.665.601.384.795.390,2.524.857.698.773.330,30.143.319.785.255.400,13.688.194.110.801.000,15.515.494.156.852.600,15.969.526.172.946.500
CPC-PROT,0.6132923891655304,0.7383690406189392,0.854580668203925,0.8085564883525252,0.6630050446682798,0.6216540039121198,0.8038808193439283,0.8268188836221447,0.6645502340661645,0.7042884516313144,5.881.050.080.101.810,6.514.593.473.805.170,6.238.775.391.155.870,650.379.459.520.604,6.373.199.381.391.340,58.088.097.817.297.500,622.007.014.741.879,6.900.368.108.365.120,5.966.783.739.658.130,6.201.759.249.366.910,8.487.350.301.445.980,8.336.783.829.331.030,8.027.824.063.259.710,8.234.175.220.243.750,8.483.824.043.817.660,8.440.873.899.184.060,8.256.801.571.017.210,7.989.954.017.559.790,8.502.296.786.755.840,833.210.229.375.215
ESM1B,0.4501632357515115,0.4931685122190886,0.4342063947961432,0.6219657551133925,0.4765621921400595,0.4885880235501958,0.4353114650373037,0.5498292274066061,0.4147217685647806,0.463861998351069,4.894.547.874.167.510,5.203.314.895.183.270,4.838.902.254.659.480,52.990.211.452.700.400,484.031.555.713.316,521.329.156.401.347,4.819.886.108.550.960,5.166.240.343.717.910,474.591.878.899.035,4.997.553.663.652.740,8.940.086.106.558.060,8.936.833.766.938.150,9.039.422.055.507.230,8.679.455.334.095.790,8.923.485.440.587.970,8.809.136.972.044.100,9.079.110.553.033.750,8.708.091.199.365.140,9.093.090.089.329.030,8.941.807.240.135.530
ProtBERT-BFD,0.4448170306499859,0.6113873585409764,0.9263628408525268,0.566966821296589,0.4865992993127356,0.5296277777040057,0.6718579089390813,0.5552718234393493,0.4637340397597387,0.4791613281827077,4.890.892.216.528.140,5.725.314.337.921.710,5.331.701.983.586.550,54.013.836.359.968.600,4.978.715.679.852.710,5.043.597.335.485.320,5.207.437.918.116.830,5.471.131.059.610.870,4.908.035.696.912.310,5.159.425.224.837.210,8.937.825.283.303.880,8.670.973.091.060.090,8.206.118.288.446.250,8.804.721.715.337.490,8.903.081.993.312.290,871.813.995.197.648,8.564.658.827.183.870,8.691.992.905.407.320,8.990.154.296.718.100,8.910.437.015.952.140
ProtALBERT,0.3638181205913795,0.4145647246485391,0.4225723542199757,0.4180755688485064,0.3769070687806279,0.3852427891983035,0.5337044026317138,0.5152892577551236,0.3162150639020638,0.436315750614734,4.543.807.213.743.450,4.620.814.350.874.950,4.636.323.440.900.790,4.629.862.301.306.490,4.461.181.070.205.810,4.421.142.619.645.880,46.010.953.004.192.800,4.921.624.323.959.030,4.130.872.146.074.630,4.761.171.578.466.700,9.141.677.745.489.470,911.051.844.116.328,9.086.037.597.307.640,9.132.274.597.303.360,9.158.826.969.526.770,9.075.900.449.225.070,8.876.217.972.239.680,8.793.674.496.085.810,9.329.342.280.244.210,9.006.659.502.854.610
UNIREP,0.6602929386622981,0.7621656898469429,0.6860100830018877,0.732935263014279,0.6839523032817156,0.658095858545504,0.7120406144086044,0.8880543034438837,0.7610722111587395,0.776348869525036,6.210.118.587.460.960,6.694.844.926.602.740,6.144.275.808.273.180,6.324.277.753.011.000,6.402.114.111.730.370,6.065.039.003.093.320,6.079.506.587.122.320,7.049.278.960.256.010,6.301.896.456.461.210,6.602.531.905.287.820,8.361.027.109.626.870,8.288.502.735.860.470,8.444.544.119.549.430,8.429.772.424.751.150,8.411.324.714.733.350,8.357.041.793.282.080,8.458.290.477.330.190,7.816.525.665.344.000,8.277.997.884.114.610,8.149.887.539.139.690
ESM2-650m,0.4617608830132655,0.5579616648905329,0.4727269075503704,0.435986994834797,0.5534451797130966,0.4802471603124414,0.4791373547593347,0.4291384228233002,0.4224833538183299,0.4663673649313639,4.899.241.673.300.480,5.430.671.020.981.450,48.016.715.183.170.900,4.959.652.301.161.560,5.448.578.680.678.740,4.832.468.371.075.070,4.735.096.561.786.690,4.886.639.608.713.410,4.704.739.662.187.650,493.977.983.277.718,8.895.942.287.282.780,878.731.812.708.417,8.961.941.226.633.720,9.092.692.754.007.560,8.745.513.508.570.890,8.822.444.707.575.370,8.981.093.592.277.930,9.011.758.080.647.050,9.077.078.332.469.810,8.931.210.741.016.590
ESM3-small,0.5002033391789136,0.598251127247805,0.5266831662560486,0.5638555290908155,0.4825063982476643,0.5669914753631109,0.5158112294006747,0.4332845200807877,0.4421111023408956,0.486108410886835,5.265.957.361.630.890,5.631.588.136.924.820,5.198.961.249.432.790,5.359.613.730.226.240,528.531.247.947.744,5.139.777.523.934.830,5.195.571.414.060.560,4.995.815.895.482.410,496.987.580.620.694,5.290.971.353.525.210,8.834.731.964.374.690,8.760.801.586.061.650,8.915.286.012.330.300,882.342.516.827.053,8.917.869.279.668.860,8.697.744.961.614.480,8.979.060.769.722.850,9.003.408.939.111.380,906.365.014.418.498,888.049.085.551.498
ProstT5,0.6869610082035003,0.6717842738564068,16.811.792.999.616.000,0.7369949426580442,0.5848678439049637,0.8735781735088695,0.8263825924489752,0.6524222339052969,0.5434822404094753,0.5862961164309625,5.751.828.651.461.010,5.921.529.916.942.030,64.834.583.940.626.200,6.155.386.691.180.900,5.705.662.591.987.390,5.742.791.518.273.670,5.635.757.408.264.870,5.980.579.860.419.710,5.313.603.180.583.240,56.236.507.685.505.200,8.440.452.700.942.160,8.509.304.303.838.930,684.353.829.475.989,8.409.438.394.158.160,8.660.056.662.086.220,79.832.039.682.912,8.187.890.237.010.250,8.445.465.083.197.740,8.797.399.257.163.510,8.647.863.979.229.260