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Running
| 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,1.6836684522779068,1.948252710023093,1.9442038635765504,1.9305996995916217,1.696046558062036,1.6487213749054506,1.854285571915402,1.8399296588895344,2.013784830092513,1.9183400363275216,10.22843040936948,11.031640829872684,10.884177170142156,10.757777948294086,10.321767265575536,9.540095822948478,10.564565958423785,10.717634568782929,10.981400888878284,10.903877166018749,48.41408959679722,44.39958199275637,42.37253777083125,48.18181761301675,52.61045211800057,49.01437404421277,50.45744458590337,43.4939705206433,40.31430504780238,41.21600660760815 | |
| APAAC,1.7565429731688522,1.8770061885323133,1.7567834978278685,1.9385566106194043,1.714857365616508,1.4987285962293615,1.7389881256685311,1.984051908385338,1.810790729012928,1.824197590116164,10.23108239771469,10.339208512311554,9.883431537832587,10.739856159015297,9.905499532881846,9.47903038315344,10.167629594856429,10.826504979185367,10.267876565485246,10.427031320406634,45.48579437999399,51.844779106353975,49.05676166611105,48.40315758901779,45.8192602085,53.640803260196265,54.31488893581119,39.71383391744224,49.1341319203262,39.833444697791016 | |
| LEARNED-VEC,1.0166950258016765,1.1613478810781346,1.2798630623259457,1.2273075116153032,1.1710907787455025,1.0471667910216833,1.250117233254529,1.2537393650695414,1.1330767812255402,1.3073549688966513,7.483916820381271,8.120023381777553,8.065292109908393,8.125022283789175,8.318308391314726,7.865723563652198,8.248700158129466,8.79323597023734,7.71576708799199,8.572172639360698,73.20243723098751,72.13043634429827,67.93002026184989,71.6394010912154,70.65338028464627,71.6842907514193,70.55848645016663,66.96668749264833,72.8684000399552,65.81644921050717 | |
| PROTVEC,0.9450784683700996,1.1079794765340996,1.1841380227796112,1.3058826287165382,1.0947666930043116,1.077726442398198,1.134837126432029,1.1585300412488495,1.1541626533177771,1.1775252431706766,7.703737329037653,8.023557653957205,8.23140246734663,8.616002115044205,7.90027975146646,7.859473060140459,7.918496499430011,8.399731001183666,8.026435222174825,8.21033705333975,75.46118716490062,73.61078083106167,70.81617012381439,69.41747699668541,72.93121739855131,71.14312215364784,73.6838457266331,70.01229221908699,72.09471755875367,69.94027448059606 | |
| XLNET,0.5755701569694394,0.6829608546778123,0.5698319596854814,0.7123793002064035,0.5878760430877223,0.512662566190357,0.6956264450227203,0.6557132743531173,0.5206136017737155,0.5544770822654249,5.712806285143976,6.1163278305725335,5.49805228296072,6.026315722195936,5.722242821158825,5.331992957250986,5.824786818386832,5.876339115169603,5.408661259148206,5.483145068459909,85.99513660996571,84.9212093792428,87.26173718011394,84.68160092309792,86.54096875801862,87.31780616977595,84.85606634334492,84.29544938391241,88.5417519567796,87.11957072581382 | |
| T5,0.5420257866975313,0.5379780353141523,0.5276031012315961,0.5873620649955719,0.5311363037660035,0.5045555334336093,1.043042542235276,0.5180993370332959,0.6573077073185841,0.585780609354982,5.409784939039577,5.470758471550832,5.239654730922923,5.719940950490855,5.323067992381199,5.1160633750154005,5.682376178570021,5.473451576369674,5.595246519053815,5.589384893466554,86.96699988331221,88.40427909228745,88.37802142247085,87.55621573204529,87.91087073605944,87.65868363369643,80.1682083233928,87.89000682328772,85.33267451857591,86.32520013005221 | |
| SEQVEC,0.48502687629268826,0.5891293710389134,0.5389950466321947,0.6008960241488477,0.5118265717285677,0.48295951852870306,0.5873263197580126,0.5866599413281882,0.4986661814714978,0.44909832457875243,5.183610236041347,5.630843799991888,5.0921696315336735,5.296862607425337,5.274797690149691,5.11427027769054,5.296176467128774,5.45954191417447,5.082051445380166,4.992459336632331,88.39153879800544,87.1984654564511,88.12974656562812,87.24047507815762,88.3799171952814,88.19884411821619,87.53728614650223,86.16784622993453,89.12344651384129,89.78086795399098 | |
| K-SEP,0.8196744266002179,1.074306414112759,1.0746759094033314,1.0722090461075662,0.8464572631270224,0.9899197313770788,0.8562282685020859,1.137318372472507,0.9811060015569966,0.8531479523778168,6.839081508689487,7.606412609738077,7.254431185202578,7.621368662456822,6.7473827951804415,7.267058986979571,6.77266813572676,7.9301644000060945,7.0559291847100445,6.978652675065574,76.65588827797912,76.60451232170978,74.10873754738081,74.23029921676283,79.88246706243868,72.71787652003002,81.28571846337695,70.60006391754554,76.90426021767885,78.27444422035154 | |
| PFAM,2.1080725198514347,2.369754712761041,2.2731113271623857,2.4244058851458106,2.2812349641007827,2.058992245277642,2.2549504748938407,2.227671872078743,2.342702528711832,2.237944953316925,11.52857117604614,12.11338292260863,11.882771916456878,12.039007576256228,11.845835274023052,10.687140707127533,11.633480368842434,11.645657028120104,11.767189767182586,11.78415678171764,20.68227836841265,14.84579329018725,20.24303718245925,18.724083279941368,16.65601384795393,25.24857698773339,30.143319785255475,13.688194110801057,15.515494156852627,15.969526172946502 | |
| CPC-PROT,0.6132923891655304,0.7383690406189392,0.854580668203925,0.8085564883525252,0.6630050446682798,0.6216540039121198,0.8038808193439283,0.8268188836221447,0.6645502340661645,0.7042884516313144,5.881050080101815,6.514593473805178,6.238775391155871,6.50379459520604,6.373199381391344,5.8088097817297575,6.22007014741879,6.900368108365126,5.966783739658138,6.201759249366912,84.87350301445986,83.36783829331034,80.27824063259715,82.34175220243759,84.83824043817665,84.40873899184064,82.56801571017213,79.89954017559793,85.02296786755848,83.3210229375215 | |
| ESM1B,0.4501632357515115,0.4931685122190886,0.4342063947961432,0.6219657551133925,0.4765621921400595,0.4885880235501958,0.4353114650373037,0.5498292274066061,0.4147217685647806,0.463861998351069,4.894547874167513,5.203314895183273,4.838902254659487,5.2990211452700455,4.84031555713316,5.21329156401347,4.819886108550963,5.166240343717914,4.74591878899035,4.997553663652746,89.40086106558063,89.36833766938152,90.39422055507232,86.79455334095793,89.23485440587977,88.09136972044107,90.79110553033752,87.08091199365148,90.93090089329034,89.41807240135532 | |
| BERT-BFD,0.4448170306499859,0.6113873585409764,0.9263628408525268,0.566966821296589,0.4865992993127356,0.5296277777040057,0.6718579089390813,0.5552718234393493,0.4637340397597387,0.4791613281827077,4.890892216528142,5.725314337921713,5.331701983586552,5.4013836359968685,4.978715679852711,5.043597335485322,5.207437918116837,5.471131059610876,4.908035696912318,5.159425224837213,89.37825283303883,86.70973091060092,82.06118288446257,88.04721715337493,89.03081993312291,87.1813995197648,85.64658827183871,86.91992905407324,89.90154296718104,89.10437015952141 | |
| ALBERT,0.3638181205913795,0.4145647246485391,0.4225723542199757,0.4180755688485064,0.3769070687806279,0.3852427891983035,0.5337044026317138,0.5152892577551236,0.3162150639020638,0.436315750614734,4.543807213743451,4.620814350874956,4.636323440900794,4.629862301306496,4.461181070205814,4.421142619645884,4.6010953004192805,4.921624323959039,4.130872146074636,4.761171578466708,91.41677745489476,91.1051844116328,90.86037597307644,91.32274597303368,91.58826969526775,90.75900449225074,88.76217972239687,87.93674496085819,93.29342280244214,90.06659502854613 | |
| UNIREP,0.6602929386622981,0.7621656898469429,0.6860100830018877,0.732935263014279,0.6839523032817156,0.658095858545504,0.7120406144086044,0.8880543034438837,0.7610722111587395,0.776348869525036,6.210118587460963,6.694844926602742,6.144275808273184,6.324277753011004,6.402114111730377,6.065039003093328,6.079506587122322,7.049278960256014,6.301896456461216,6.602531905287829,83.61027109626879,82.88502735860479,84.44544119549433,84.29772424751151,84.11324714733352,83.57041793282083,84.58290477330192,78.16525665344005,82.77997884114612,81.49887539139691 | |
| ESM2,0.4617608830132655,0.5579616648905329,0.4727269075503704,0.435986994834797,0.5534451797130966,0.4802471603124414,0.4791373547593347,0.4291384228233002,0.4224833538183299,0.4663673649313639,4.899241673300481,5.430671020981458,4.8016715183170975,4.959652301161569,5.448578680678749,4.832468371075076,4.735096561786694,4.886639608713413,4.704739662187656,4.93977983277718,88.95942287282783,87.8731812708417,89.61941226633724,90.92692754007568,87.45513508570895,88.22444707575374,89.81093592277934,90.11758080647054,90.77078332469812,89.31210741016591 | |
| ESM3,0.5002033391789136,0.598251127247805,0.5266831662560486,0.5638555290908155,0.4825063982476643,0.5669914753631109,0.5158112294006747,0.4332845200807877,0.4421111023408956,0.486108410886835,5.265957361630899,5.631588136924826,5.198961249432792,5.359613730226244,5.28531247947744,5.139777523934834,5.195571414060566,4.995815895482412,4.96987580620694,5.290971353525213,88.34731964374691,87.60801586061659,89.15286012330307,88.2342516827053,89.17869279668864,86.97744961614487,89.79060769722854,90.03408939111385,90.6365014418498,88.8049085551498 | |
| ProstT5,0.6869610082035003,0.6717842738564068,1.6811792999616035,0.7369949426580442,0.5848678439049637,0.8735781735088695,0.8263825924489752,0.6524222339052969,0.5434822404094753,0.5862961164309625,5.751828651461013,5.921529916942037,6.4834583940626205,6.155386691180904,5.705662591987397,5.742791518273674,5.635757408264879,5.980579860419715,5.313603180583247,5.6236507685505215,84.40452700942163,85.09304303838937,68.4353829475989,84.09438394158165,86.60056662086224,79.832039682912,81.87890237010258,84.45465083197742,87.97399257163516,86.47863979229268 |