Legal-BERTimbau-sts-large-ma-v3 / eval /similarity_evaluation_STS.en-en.txt_results.csv
Rui Melo
initial commit
86e902e
raw
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16 kB
epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,1000,0.5723700099934447,0.6260013153204044,0.6195235703657329,0.6297253491072086,0.623386715642248,0.63454375987492,0.29285565299478483,0.28133522297238617
0,2000,0.4512876780549574,0.5400560124485428,0.49146715534776886,0.5226021026504807,0.4914708377988649,0.5228362001500847,0.30445694976477344,0.3096706303382489
0,3000,0.3802343487280994,0.4653197130059967,0.4084330748566771,0.4395613001185336,0.40816055604870155,0.4399395463247903,0.1676846205882516,0.18399448434393847
0,4000,0.3978039458517782,0.5025108481155003,0.4419006161895136,0.49194263373682506,0.4432464649712142,0.490979720376385,0.17227463298539153,0.17467017720453848
0,5000,0.4316552494171327,0.4975921098479585,0.4714941808113478,0.4929797356316226,0.4728046756859312,0.49078982848015446,0.24429162957671882,0.23046764297222386
0,6000,0.4999437792048075,0.5397815533110761,0.5240676456440825,0.5307520783263499,0.5249635225341014,0.5342693067686761,0.31569971823340937,0.2638494082605849
0,7000,0.5452157436454734,0.5809431203966221,0.5746706704449455,0.58033385186317,0.5765961075045893,0.5863788720253584,0.3147757836763207,0.2836554405546684
0,8000,0.5671517411498572,0.5984965889014124,0.5991440894672145,0.6033999513069114,0.5985861660435446,0.6030747518247028,0.335790787409962,0.314279160589074
0,9000,0.5560365767816866,0.586965076765746,0.5957021258750492,0.5881367174534194,0.5924504677222248,0.5855923966818611,0.4192009120599224,0.40509861172855277
0,10000,0.6047227126882299,0.6193985357626077,0.6234072194670075,0.6135645493069589,0.6208593111812291,0.6112239587074698,0.4639327300298368,0.4571966450887027
0,11000,0.6373482072614782,0.6480084022659371,0.6546131612230232,0.6367920953021513,0.6518351497261183,0.6315443135868902,0.5033544934271019,0.49712160846944403
0,12000,0.617175609764256,0.6402420543480397,0.6481232987315185,0.6354459385802905,0.6448122480887685,0.6307905119502343,0.49096069208354903,0.4832348986653477
0,13000,0.6210712633927629,0.6335977599627272,0.6441780213298841,0.6275189129040442,0.6405739970471596,0.6225713448951719,0.5146042627283327,0.5067930256944637
0,14000,0.6652021810105723,0.676724362217363,0.678464713763157,0.6677502403359913,0.675370730319645,0.6635526299982641,0.5688267546183803,0.5632843272368374
0,15000,0.6649492777778055,0.6798352835052042,0.6782949075006383,0.6625001522414238,0.6752047595933511,0.6603002507796277,0.5790825928101233,0.5770614840238777
0,16000,0.6683991964754876,0.6864046205630574,0.6854231042074739,0.6746736066173836,0.6835876038393638,0.6733251435162164,0.5770708790346064,0.5716322671365097
0,17000,0.682820577387972,0.7008521649351706,0.6995544342996738,0.6940879388259228,0.6983710847291914,0.6908470915038187,0.6010464416133104,0.5930212444279156
0,18000,0.7070929942857228,0.7215150171415979,0.7176262019017724,0.7113919339690663,0.7179730124765973,0.7101445671608314,0.6320649258253889,0.6181300271440638
0,19000,0.7050391175053488,0.7206724199016438,0.7247908870900343,0.7160208372370984,0.7244148234142286,0.7145535956016492,0.6308264562474821,0.6210472125701637
0,-1,0.7066058283468926,0.724563666188165,0.7204132794734848,0.7160934881852513,0.71846158918219,0.7122007043125257,0.6259331425340063,0.6187062375741236
1,1000,0.7132986061129764,0.726211574202619,0.7258113530128887,0.71887421283572,0.7231383983286782,0.7139873794819173,0.656182357244423,0.6445872729613793
1,2000,0.7131336690624694,0.7316861498830137,0.7249876401595006,0.7172781983556611,0.7231842920513099,0.7118543630200082,0.656948474986115,0.6549056295818564
1,3000,0.7351731268773352,0.7513803227807346,0.7456202286756073,0.7394847871112012,0.7431935226540799,0.7352441243597538,0.6848470792930701,0.6791952632476661
1,4000,0.7409540531152012,0.7559192772558154,0.7515861951858731,0.7477581540799652,0.7498831829685604,0.7451761624464017,0.6888887287485415,0.6827109541037881
1,5000,0.7423462131964345,0.7597728526803315,0.7596788532614885,0.7577313225975778,0.7581803609058917,0.7556094536356499,0.6874434021572445,0.6816961472089531
1,6000,0.7448860894107862,0.762480157589545,0.7624488319664005,0.7579046854421122,0.7616941918865863,0.7548606491541578,0.698493449868909,0.6940541119294285
1,7000,0.756288382227085,0.7702353580074613,0.7692492714653116,0.768393329734715,0.769134046387722,0.7670675460300611,0.7044289895135046,0.6945403735665369
1,8000,0.7509610605398019,0.7645612805170593,0.7656382542536059,0.7620726972454066,0.7655873909439901,0.7604274800068103,0.7052852170473671,0.6994398920065249
1,9000,0.7549754200191944,0.7688661374925361,0.7704863418942726,0.7655841597394669,0.7689510617584605,0.7615626030221315,0.7078213980680204,0.7003090126085031
1,10000,0.758289734451616,0.7692259326643412,0.7743581188569517,0.7717356577463027,0.7733933831964022,0.7694062146467948,0.704163476500717,0.6971131396828746
1,11000,0.7579547424866138,0.7723160965384244,0.773377623460383,0.768028537407746,0.7726574222102773,0.7657317680150793,0.7104537221886451,0.7022306109673215
1,12000,0.770058291103023,0.782459937124714,0.7853622943787061,0.7843776915180217,0.7837698647091592,0.7801866159216628,0.721095422079322,0.7126062426739087
1,13000,0.7644721641774666,0.7775865576501989,0.7838551232112407,0.7801781591975392,0.7830974658302025,0.7786424949759989,0.7127526801508547,0.7053496045827353
1,14000,0.7679987802064016,0.7826452162623316,0.7874616921448943,0.7804656878177425,0.7863127387704726,0.7770626251510852,0.7166174607084033,0.7103229271605297
1,15000,0.7727157667300284,0.7852260547062418,0.7889549350370786,0.7831906749683055,0.7879892656737133,0.7805994578175162,0.724889303193062,0.7207496836084096
1,16000,0.7743474026501818,0.7856438937572593,0.7937764374669009,0.7870811524617246,0.793489524482856,0.7848447333275765,0.7305403407186635,0.7244913996365632
1,17000,0.7758105761472955,0.7876927273744831,0.7920243720581309,0.7846410031555073,0.7909037555127167,0.7824660874695312,0.7340630955793304,0.7277337845448716
1,18000,0.7805672267937347,0.7903416040079336,0.7956509142951407,0.7878199626328887,0.7940983982265936,0.7839329447084292,0.7396446569801722,0.7327324772950369
1,19000,0.7827674781299959,0.7939626195190498,0.7964658960592859,0.7883016115113841,0.7947022842687362,0.784202406690732,0.7410594055353605,0.7326636703123947
1,-1,0.7772735076515949,0.784883172982684,0.79327818952267,0.7850696053099547,0.7916007599369315,0.7817403467811035,0.7320980978482686,0.7226908861913329
2,1000,0.778858890703781,0.7885587728040527,0.7932225977160065,0.7871945494442913,0.7921395481260183,0.7837222953984407,0.7402789907239563,0.7332122041907772
2,2000,0.7806970403485964,0.7875055262541102,0.7938655299457252,0.7888816659069547,0.7931104382400748,0.7856619603951597,0.7380607299576202,0.7299940362651862
2,3000,0.7844723587461059,0.7927556143486777,0.801595505205874,0.792330856159741,0.8015368676066014,0.7919003320225383,0.7450982266230133,0.7400033380586
2,4000,0.7810887024044944,0.7898730246121745,0.798589904562383,0.78957434849199,0.798002899438714,0.7886894676314179,0.7397248629642452,0.7330788185875544
2,5000,0.7785344148872018,0.7879037610810228,0.79768252393598,0.7895385996127402,0.7967042091215882,0.7866010411694333,0.7299531152896094,0.7216176510207346
2,6000,0.7850117412257008,0.788997369268828,0.8033463183518811,0.7924619353836572,0.8019224350438007,0.7890273521998118,0.7451311515894946,0.735818028410507
2,7000,0.7844172500819625,0.7881374741840758,0.8022177144050754,0.7915593722817358,0.8013574870941333,0.7883166029768761,0.7423639615333613,0.7324149657438498
2,8000,0.7835405983291004,0.7922186123668276,0.8017872251369841,0.7907002459900855,0.8010396577789481,0.7878126590984184,0.7434053779568189,0.73443381643009
2,9000,0.7870314015631342,0.7939587755535391,0.8018478350988324,0.7938207771917034,0.8007634779963503,0.791508631936994,0.7462455162792039,0.7376754325452963
2,10000,0.7844891099685182,0.7940225853810173,0.8040027595623842,0.7964792637389306,0.8029042207169612,0.7931307853825258,0.7412977176134552,0.733139168846073
2,11000,0.7842489070251935,0.792314327108045,0.8043892594292972,0.7945661221042358,0.8031395008708325,0.7920110382292476,0.7429536883071132,0.7358341730656522
2,12000,0.7888144491616509,0.7968183014969779,0.8054341207960984,0.7942882033978094,0.8045893452196629,0.7919941247810003,0.7527132566070543,0.7456039958077469
2,13000,0.7845425998672597,0.7915447652127948,0.8049378002589647,0.7942951225357288,0.8037612121417645,0.7921867074530883,0.7492903443825661,0.7424227299510592
2,14000,0.7866408150449017,0.7953771988270019,0.8065055903413098,0.7948409656382537,0.8051111949165691,0.7930923457274186,0.7475077711029047,0.7415197824525865
2,15000,0.784542021150478,0.7936797036574594,0.8042432484857206,0.7944127478803574,0.8026098203826021,0.7919887432292853,0.7456154058093194,0.7410392867637442
2,16000,0.7884033931455445,0.7938480693468297,0.808806349619064,0.7985046491665391,0.8084314571797466,0.796943614772628,0.7456709933183066,0.7368758877190625
2,17000,0.7863073385139975,0.7944707917595695,0.8086166754992482,0.7994106718374203,0.807516636440688,0.7969132474450933,0.7455314887355947,0.7397219597832139
2,18000,0.7928203631762801,0.7970270288242111,0.8130282271230438,0.8004766034735484,0.8116198864958533,0.7969516871002005,0.7535002087413512,0.7439084226209598
2,19000,0.7900017640040945,0.7943474004666748,0.810962045863006,0.7967725583074001,0.8097831325227183,0.7954267859820904,0.7463689920921452,0.7389055015087328
2,-1,0.7942714375725454,0.7998565718366661,0.8155145317660067,0.8039984446744876,0.814185489227875,0.8006749520939025,0.7493211246777689,0.7408505480571669
3,1000,0.7957942522534867,0.8026273021768069,0.815868045386862,0.8031796800207003,0.8151033479464161,0.8019907414882286,0.7603177532198132,0.7554437787221371
3,2000,0.7960892918868433,0.8004508489046265,0.8164214572523217,0.8047480179490818,0.8161169676115229,0.8022844204532491,0.7582032637356728,0.7521095230381218
3,3000,0.7924318241331291,0.7987679608040249,0.8112284903774285,0.8011650576965219,0.8106747824957385,0.7997158826989731,0.7550680066316094,0.7497316459731787
3,4000,0.7912600904218274,0.7969705225312033,0.8102622012723937,0.7999922638191953,0.809659742710389,0.7981290937361399,0.7565326323807433,0.7509751688159028
3,5000,0.7949985815697862,0.8010270593346862,0.815022572087091,0.8017493404541541,0.8137466147092767,0.8002394308015358,0.7584108524218812,0.752703415709531
3,6000,0.7945479210940957,0.8026461376078096,0.8146074664012538,0.804489319070209,0.8133845431710623,0.8027176353663092,0.7585877696959269,0.7536901616561378
3,7000,0.7971403464424573,0.8013430332996689,0.8172283397293227,0.8045554352769937,0.8162730970978793,0.8041964088982907,0.7623707000748308,0.7570697761331796
3,8000,0.7982056723218348,0.8029025301073758,0.817927486522594,0.8071551091519067,0.8171254902329853,0.8061856610500983,0.7604100740312604,0.754487015706514
3,9000,0.7973387043913959,0.8029940164865315,0.8177260433884168,0.8061699007915042,0.8173231273244351,0.805690942688866,0.7587219140768711,0.7530436066572315
3,10000,0.7940008023721767,0.7997916088195346,0.8144970221475533,0.8023351607979908,0.8134668227171457,0.8012473185584517,0.7585779028528035,0.7513334264015036
3,11000,0.7989213063390486,0.8043036555360403,0.8171616559196833,0.8036563317440317,0.815981418313407,0.8016893745921866,0.7649642804194935,0.7621338162970275
3,12000,0.7970872159608983,0.8051062755346827,0.8168647400177472,0.8047741569145548,0.8159634340872441,0.8035187177787473,0.7623320649552251,0.7595637409565472
3,13000,0.7947564793213664,0.7991569701137117,0.8150976227429091,0.8022498247636524,0.8143528729971656,0.8003520589910005,0.757230691778058,0.7522125413138097
3,14000,0.7970708474188177,0.8010124522657455,0.816823488082002,0.8036655572612575,0.8158982229645625,0.8016659264025711,0.7619566033442233,0.7565554535478427
3,15000,0.7960822607785477,0.801858509074659,0.8169743853616835,0.8036236580371905,0.8158311488835054,0.8018808040746214,0.7601564715277158,0.7569037168231157
3,16000,0.7954766826976625,0.801395311230615,0.8156300760676541,0.8026976467456534,0.8148836187827058,0.80048429140457,0.7595892411835121,0.7561249294106399
3,17000,0.7947527697149959,0.8021779426086015,0.8151961053613337,0.8038988859677596,0.8139813689886876,0.8001810025257725,0.7571399278623248,0.753129327088121
3,18000,0.7987425878311516,0.8056828703612935,0.8191644528114327,0.8073611457032821,0.8187303318402535,0.8058939040678331,0.7612294334237008,0.7566746164786757
3,19000,0.7975697253913575,0.8041964088982907,0.8182580501693996,0.8059069735505696,0.8178060364633866,0.8045658139838728,0.7608254362845596,0.7573999727705522
3,-1,0.7959764235510056,0.8028952265729055,0.8169792616699579,0.8048963950177963,0.8161173664588516,0.8028179628661396,0.7590453857909853,0.7547645500163894
4,1000,0.7956425959755347,0.801296136920438,0.8167124416048023,0.8030952669762371,0.8159931765240885,0.8025773306251675,0.7585649267984061,0.7538512238110379
4,2000,0.7989237174451557,0.8051112726898466,0.8187514695401161,0.8064424379462155,0.8177734075739885,0.8040476474330251,0.7650100058136148,0.7604693792308774
4,3000,0.7998834638184185,0.8062417829465549,0.8194907488673198,0.8070751546692833,0.8185819356231895,0.8043607006653397,0.7639628253108766,0.761055583971265
4,4000,0.7984836005233165,0.8032507933826489,0.8171746693160173,0.8046050224320822,0.8165561412577794,0.8023747536427513,0.7643150405139535,0.7602175994899238
4,5000,0.7995354490928371,0.8034041676065273,0.8199726612835596,0.8076252261338699,0.8192375505964392,0.8058200999300269,0.7633148121654315,0.7583786463895864
4,6000,0.7960459644235468,0.8022448276084885,0.8173264223821854,0.8049602048452745,0.8167789546751139,0.8040764771743557,0.7610138078794764,0.7561660598416049
4,7000,0.800098632679958,0.8041368274328743,0.8198099509317249,0.8078812342368852,0.8196582072933943,0.8055233457925979,0.7639444101449687,0.7596736783701544
4,8000,0.7981021158168051,0.8028391046764486,0.8180514723802143,0.8054433913099744,0.8176590130781365,0.8028775443315561,0.7620544492646885,0.7574976094945249
4,9000,0.7989537883307358,0.8051600910518331,0.8189218085897586,0.8070090384624985,0.8184013500956752,0.805534108896028,0.7643918191348974,0.7604351679378317
4,10000,0.7999973351405895,0.8059123551022848,0.8193760771590554,0.8079819461332666,0.8189278788233341,0.8061256951881307,0.7656582746518006,0.7612716148329687
4,11000,0.799889946163539,0.8047380236387538,0.8178365617681728,0.806024214498647,0.8177741620392476,0.8046230890699828,0.7653121040981288,0.7601068932832147
4,12000,0.8001172306509283,0.805502972775391,0.8195871207638407,0.8080027035470246,0.8192164877309068,0.806574285963234,0.7661370609472041,0.7623267833656666
4,13000,0.7996292372556252,0.8039711525193612,0.8192082522106113,0.8064893343254467,0.8190506060356165,0.806887184755808,0.7644005571824162,0.7595464431117489
4,14000,0.7992873868512631,0.8044812467426364,0.8190753557719389,0.8054495416547917,0.8189279760431806,0.8053261503618969,0.7648320242715321,0.7594007568188919
4,15000,0.7993981939436787,0.8051577846725265,0.8192634541801723,0.8074337966514351,0.8188848169301974,0.804915230448799,0.7637513895063649,0.7599289176800674
4,16000,0.7997737409162505,0.8057355326887905,0.8193679739963344,0.8081729912191503,0.8190871019614439,0.8062921388947457,0.7651670741501253,0.7611978106951625
4,17000,0.7996526902910406,0.805508354327106,0.8196589619274325,0.8075691042374132,0.8192860472238176,0.806372093377369,0.7650842321697999,0.7613638700052263
4,18000,0.7997494125416625,0.8046576847595793,0.8194349112489244,0.8073626832894865,0.8190191240097638,0.8060999406192086,0.7650255761381362,0.7610817229367381
4,19000,0.7996270096063823,0.8042429208809706,0.8194125359494282,0.8068806500144399,0.8190501816952906,0.8052312044137817,0.765165121837548,0.7613861650051886
4,-1,0.7996674572034206,0.8042356173465003,0.8194270405521464,0.8068214529455745,0.8190648652706823,0.8053276879481012,0.7652135800545512,0.7615645250048869