results / results /SGPT-125M-weightedmean-nli-bitfit /MassiveIntentClassification.json
Muennighoff's picture
Update results
4951470
raw history blame
No virus
26.3 kB
{
"test": {
"af": {
"accuracy": 0.3779421654337593,
"accuracy_stderr": 0.016917626154554905,
"f1": 0.3681580701507746,
"f1_stderr": 0.011703540007043232,
"main_score": 0.3779421654337593
},
"am": {
"accuracy": 0.23722259583053126,
"accuracy_stderr": 0.010909404207262096,
"f1": 0.23235269695764274,
"f1_stderr": 0.010725730107063722,
"main_score": 0.23722259583053126
},
"ar": {
"accuracy": 0.2964021519838601,
"accuracy_stderr": 0.016226684576922317,
"f1": 0.28273175327650135,
"f1_stderr": 0.010574708765895257,
"main_score": 0.2964021519838601
},
"az": {
"accuracy": 0.39475453934095495,
"accuracy_stderr": 0.011965875689193453,
"f1": 0.39259973614151206,
"f1_stderr": 0.007468347736507912,
"main_score": 0.39475453934095495
},
"bn": {
"accuracy": 0.26550100874243443,
"accuracy_stderr": 0.011139082707097892,
"f1": 0.25607924873522975,
"f1_stderr": 0.011241741954811129,
"main_score": 0.26550100874243443
},
"cy": {
"accuracy": 0.38782784129119036,
"accuracy_stderr": 0.011103500663739354,
"f1": 0.3764180582626517,
"f1_stderr": 0.010901195948671078,
"main_score": 0.38782784129119036
},
"da": {
"accuracy": 0.43557498318762605,
"accuracy_stderr": 0.007666442501681242,
"f1": 0.4135305173800667,
"f1_stderr": 0.006368251127884985,
"main_score": 0.43557498318762605
},
"de": {
"accuracy": 0.4039340954942838,
"accuracy_stderr": 0.010750510765512407,
"f1": 0.38333932195289344,
"f1_stderr": 0.0068581404985162625,
"main_score": 0.4039340954942838
},
"el": {
"accuracy": 0.3728648285137861,
"accuracy_stderr": 0.014068210335233184,
"f1": 0.36640059066802844,
"f1_stderr": 0.010291981931971372,
"main_score": 0.3728648285137861
},
"en": {
"accuracy": 0.5808002689979825,
"accuracy_stderr": 0.013214183650005018,
"f1": 0.5649243881660991,
"f1_stderr": 0.01189385251359976,
"main_score": 0.5808002689979825
},
"es": {
"accuracy": 0.411768661735037,
"accuracy_stderr": 0.01649752257987306,
"f1": 0.4066779962225799,
"f1_stderr": 0.014938963690575504,
"main_score": 0.411768661735037
},
"evaluation_time": 2023.81,
"fa": {
"accuracy": 0.36422326832548757,
"accuracy_stderr": 0.010170916522420066,
"f1": 0.34644173804288503,
"f1_stderr": 0.007458898343725468,
"main_score": 0.36422326832548757
},
"fi": {
"accuracy": 0.3875588433086752,
"accuracy_stderr": 0.014733779769166322,
"f1": 0.3726725894668694,
"f1_stderr": 0.012870203420802922,
"main_score": 0.3875588433086752
},
"fr": {
"accuracy": 0.43671822461331533,
"accuracy_stderr": 0.012813455670546932,
"f1": 0.423518466245666,
"f1_stderr": 0.008774296704912359,
"main_score": 0.43671822461331533
},
"he": {
"accuracy": 0.3198049764626766,
"accuracy_stderr": 0.011502858642934292,
"f1": 0.3055792887280901,
"f1_stderr": 0.008149986945246247,
"main_score": 0.3198049764626766
},
"hi": {
"accuracy": 0.2803967720242098,
"accuracy_stderr": 0.008845865320658255,
"f1": 0.28428418145508305,
"f1_stderr": 0.01133615258725131,
"main_score": 0.2803967720242098
},
"hu": {
"accuracy": 0.3813718897108272,
"accuracy_stderr": 0.016338859734461957,
"f1": 0.3705740698819687,
"f1_stderr": 0.014112917595204123,
"main_score": 0.3813718897108272
},
"hy": {
"accuracy": 0.2605245460659045,
"accuracy_stderr": 0.009691629978586776,
"f1": 0.2525483953344816,
"f1_stderr": 0.007447721090472736,
"main_score": 0.2605245460659045
},
"id": {
"accuracy": 0.41156691324815065,
"accuracy_stderr": 0.010518689648135729,
"f1": 0.40837150332476047,
"f1_stderr": 0.008343911704992565,
"main_score": 0.41156691324815065
},
"is": {
"accuracy": 0.38628110289172835,
"accuracy_stderr": 0.009468576143536269,
"f1": 0.37676919012460314,
"f1_stderr": 0.005405696839007202,
"main_score": 0.38628110289172835
},
"it": {
"accuracy": 0.440383322125084,
"accuracy_stderr": 0.010821789588815203,
"f1": 0.43772590108774556,
"f1_stderr": 0.010743153167213,
"main_score": 0.440383322125084
},
"ja": {
"accuracy": 0.46207128446536655,
"accuracy_stderr": 0.008860360311144882,
"f1": 0.44666328759408236,
"f1_stderr": 0.008751183987010372,
"main_score": 0.46207128446536655
},
"jv": {
"accuracy": 0.3760591795561533,
"accuracy_stderr": 0.013382649630127788,
"f1": 0.36581071742378013,
"f1_stderr": 0.009371329153305455,
"main_score": 0.3760591795561533
},
"ka": {
"accuracy": 0.24472091459314052,
"accuracy_stderr": 0.012142957463915712,
"f1": 0.24238209697895607,
"f1_stderr": 0.009681162331236186,
"main_score": 0.24472091459314052
},
"km": {
"accuracy": 0.2623739071956961,
"accuracy_stderr": 0.007928669902952984,
"f1": 0.2537878315084505,
"f1_stderr": 0.007572829240790761,
"main_score": 0.2623739071956961
},
"kn": {
"accuracy": 0.17831203765971754,
"accuracy_stderr": 0.010548796698685057,
"f1": 0.17275078420466344,
"f1_stderr": 0.007779417806223359,
"main_score": 0.17831203765971754
},
"ko": {
"accuracy": 0.37266308002689974,
"accuracy_stderr": 0.015289502271796804,
"f1": 0.3692473791708214,
"f1_stderr": 0.014130792853169736,
"main_score": 0.37266308002689974
},
"lv": {
"accuracy": 0.4093140551445864,
"accuracy_stderr": 0.01576928976306932,
"f1": 0.4082522788964197,
"f1_stderr": 0.010269200153803682,
"main_score": 0.4093140551445864
},
"ml": {
"accuracy": 0.1788500336247478,
"accuracy_stderr": 0.005778078073282991,
"f1": 0.17621569082971816,
"f1_stderr": 0.0063076424346296175,
"main_score": 0.1788500336247478
},
"mn": {
"accuracy": 0.3297579018157364,
"accuracy_stderr": 0.012832192380062859,
"f1": 0.33402014633349664,
"f1_stderr": 0.008661944188828246,
"main_score": 0.3297579018157364
},
"ms": {
"accuracy": 0.40911230665770015,
"accuracy_stderr": 0.012120823805720268,
"f1": 0.4009538559124075,
"f1_stderr": 0.010526215417498716,
"main_score": 0.40911230665770015
},
"my": {
"accuracy": 0.17834566240753194,
"accuracy_stderr": 0.010944532590584114,
"f1": 0.17006381849454313,
"f1_stderr": 0.009096296634396461,
"main_score": 0.17834566240753194
},
"nb": {
"accuracy": 0.3947881640887693,
"accuracy_stderr": 0.01159293338650739,
"f1": 0.37819934317839304,
"f1_stderr": 0.011753609555148037,
"main_score": 0.3947881640887693
},
"nl": {
"accuracy": 0.4176193678547412,
"accuracy_stderr": 0.008461151842663939,
"f1": 0.40281991759509694,
"f1_stderr": 0.0065279229387676775,
"main_score": 0.4176193678547412
},
"pl": {
"accuracy": 0.4261936785474109,
"accuracy_stderr": 0.019194548204755673,
"f1": 0.40836739146499046,
"f1_stderr": 0.013486394530645856,
"main_score": 0.4261936785474109
},
"pt": {
"accuracy": 0.44542703429724273,
"accuracy_stderr": 0.014470405436246229,
"f1": 0.43452431642784484,
"f1_stderr": 0.010411611686493254,
"main_score": 0.44542703429724273
},
"ro": {
"accuracy": 0.3996973772696705,
"accuracy_stderr": 0.016483021490700068,
"f1": 0.3874209466530094,
"f1_stderr": 0.01353518642868817,
"main_score": 0.3996973772696705
},
"ru": {
"accuracy": 0.37461331540013454,
"accuracy_stderr": 0.015374601105051204,
"f1": 0.3691132021821187,
"f1_stderr": 0.01025170861454851,
"main_score": 0.37461331540013454
},
"sl": {
"accuracy": 0.3828850033624748,
"accuracy_stderr": 0.012293099274197625,
"f1": 0.3737259394049676,
"f1_stderr": 0.007694869799724231,
"main_score": 0.3828850033624748
},
"sq": {
"accuracy": 0.4095494283792872,
"accuracy_stderr": 0.011363970920532561,
"f1": 0.3976770790286908,
"f1_stderr": 0.009419399322949693,
"main_score": 0.4095494283792872
},
"sv": {
"accuracy": 0.4185272360457296,
"accuracy_stderr": 0.011288153867426307,
"f1": 0.4042848260365438,
"f1_stderr": 0.008168450093376212,
"main_score": 0.4185272360457296
},
"sw": {
"accuracy": 0.3832885003362475,
"accuracy_stderr": 0.01694730654540662,
"f1": 0.3690334596675622,
"f1_stderr": 0.015045514519477785,
"main_score": 0.3832885003362475
},
"ta": {
"accuracy": 0.19031607262945527,
"accuracy_stderr": 0.00836573994931051,
"f1": 0.18665103063257613,
"f1_stderr": 0.009878269005810961,
"main_score": 0.19031607262945527
},
"te": {
"accuracy": 0.1938466711499664,
"accuracy_stderr": 0.013338687834049491,
"f1": 0.19186399376652535,
"f1_stderr": 0.009874449945060005,
"main_score": 0.1938466711499664
},
"th": {
"accuracy": 0.34088769334229996,
"accuracy_stderr": 0.010027619175165606,
"f1": 0.3420383086009429,
"f1_stderr": 0.009563395043872299,
"main_score": 0.34088769334229996
},
"tl": {
"accuracy": 0.40285810356422325,
"accuracy_stderr": 0.0172206315395715,
"f1": 0.39361500249640413,
"f1_stderr": 0.010825226903218072,
"main_score": 0.40285810356422325
},
"tr": {
"accuracy": 0.38860121049092133,
"accuracy_stderr": 0.012904238996953563,
"f1": 0.3781916859627235,
"f1_stderr": 0.012687612361007237,
"main_score": 0.38860121049092133
},
"ur": {
"accuracy": 0.27834566240753195,
"accuracy_stderr": 0.011085768803021189,
"f1": 0.26898389386106486,
"f1_stderr": 0.006963308580273833,
"main_score": 0.27834566240753195
},
"vi": {
"accuracy": 0.38705447209145927,
"accuracy_stderr": 0.011392241217092685,
"f1": 0.3828002644202441,
"f1_stderr": 0.010688679103218031,
"main_score": 0.38705447209145927
},
"zh-CN": {
"accuracy": 0.45780094149293876,
"accuracy_stderr": 0.01990758298684013,
"f1": 0.4421526778674136,
"f1_stderr": 0.01631551742785845,
"main_score": 0.45780094149293876
},
"zh-TW": {
"accuracy": 0.4232010759919301,
"accuracy_stderr": 0.011852139330369754,
"f1": 0.4225772977490916,
"f1_stderr": 0.011418332153680441,
"main_score": 0.4232010759919301
}
},
"validation": {
"af": {
"accuracy": 0.3835710772257747,
"accuracy_stderr": 0.01669480385449491,
"f1": 0.3725307448324568,
"f1_stderr": 0.009304489103881899,
"main_score": 0.3835710772257747
},
"am": {
"accuracy": 0.2305459911460895,
"accuracy_stderr": 0.007897915825503327,
"f1": 0.2275352751048378,
"f1_stderr": 0.014012989779011267,
"main_score": 0.2305459911460895
},
"ar": {
"accuracy": 0.2909985243482538,
"accuracy_stderr": 0.01461516162316087,
"f1": 0.2751519931690824,
"f1_stderr": 0.013048348072934196,
"main_score": 0.2909985243482538
},
"az": {
"accuracy": 0.38484997540580423,
"accuracy_stderr": 0.011805623865649892,
"f1": 0.38361035430788376,
"f1_stderr": 0.012953924710255785,
"main_score": 0.38484997540580423
},
"bn": {
"accuracy": 0.2672897196261682,
"accuracy_stderr": 0.012621783441422386,
"f1": 0.25890007456128933,
"f1_stderr": 0.011102609007458573,
"main_score": 0.2672897196261682
},
"cy": {
"accuracy": 0.38007870142646333,
"accuracy_stderr": 0.011558853379615755,
"f1": 0.3717098516195611,
"f1_stderr": 0.007189939506710564,
"main_score": 0.38007870142646333
},
"da": {
"accuracy": 0.42390555828824394,
"accuracy_stderr": 0.007733065961404754,
"f1": 0.40777547259569147,
"f1_stderr": 0.00925321192970539,
"main_score": 0.42390555828824394
},
"de": {
"accuracy": 0.4088047220855878,
"accuracy_stderr": 0.01320861731405591,
"f1": 0.39092318769705425,
"f1_stderr": 0.012386656642436815,
"main_score": 0.4088047220855878
},
"el": {
"accuracy": 0.38224299065420564,
"accuracy_stderr": 0.01628789492531623,
"f1": 0.37581500035737153,
"f1_stderr": 0.013172689630475375,
"main_score": 0.38224299065420564
},
"en": {
"accuracy": 0.6018199704869651,
"accuracy_stderr": 0.011994808892969255,
"f1": 0.5785948059306869,
"f1_stderr": 0.010067024539687598,
"main_score": 0.6018199704869651
},
"es": {
"accuracy": 0.42518445646827346,
"accuracy_stderr": 0.009764112543605997,
"f1": 0.4270687492184771,
"f1_stderr": 0.010209535604030075,
"main_score": 0.42518445646827346
},
"evaluation_time": 1646.0,
"fa": {
"accuracy": 0.36655189375307423,
"accuracy_stderr": 0.008191897991762351,
"f1": 0.3555781313277874,
"f1_stderr": 0.006810612540825583,
"main_score": 0.36655189375307423
},
"fi": {
"accuracy": 0.3925233644859813,
"accuracy_stderr": 0.013481568136252549,
"f1": 0.3783263397249656,
"f1_stderr": 0.00900280236010343,
"main_score": 0.3925233644859813
},
"fr": {
"accuracy": 0.4329562223315298,
"accuracy_stderr": 0.011620959197910242,
"f1": 0.4180609792158069,
"f1_stderr": 0.008891508498789074,
"main_score": 0.4329562223315298
},
"he": {
"accuracy": 0.316822429906542,
"accuracy_stderr": 0.01431956788202951,
"f1": 0.30649549377633944,
"f1_stderr": 0.010220525890458172,
"main_score": 0.316822429906542
},
"hi": {
"accuracy": 0.27761928184948353,
"accuracy_stderr": 0.009828328070052171,
"f1": 0.27516131634740315,
"f1_stderr": 0.011028145470258852,
"main_score": 0.27761928184948353
},
"hu": {
"accuracy": 0.3672405312346286,
"accuracy_stderr": 0.013073752597512969,
"f1": 0.35568293368264847,
"f1_stderr": 0.011915167044557192,
"main_score": 0.3672405312346286
},
"hy": {
"accuracy": 0.2569109690113133,
"accuracy_stderr": 0.005477608327527194,
"f1": 0.24889840517196737,
"f1_stderr": 0.009727841676767152,
"main_score": 0.2569109690113133
},
"id": {
"accuracy": 0.41500245941957703,
"accuracy_stderr": 0.015284931569260609,
"f1": 0.4133011197046702,
"f1_stderr": 0.012895297518910234,
"main_score": 0.41500245941957703
},
"is": {
"accuracy": 0.3857845548450566,
"accuracy_stderr": 0.010613870168998027,
"f1": 0.3734771306306076,
"f1_stderr": 0.010834898557549153,
"main_score": 0.3857845548450566
},
"it": {
"accuracy": 0.44638465322183957,
"accuracy_stderr": 0.010525051525918446,
"f1": 0.4522346531060141,
"f1_stderr": 0.011615226651571017,
"main_score": 0.44638465322183957
},
"ja": {
"accuracy": 0.4626660108214461,
"accuracy_stderr": 0.0097243845279937,
"f1": 0.44220017065193434,
"f1_stderr": 0.010230069700847416,
"main_score": 0.4626660108214461
},
"jv": {
"accuracy": 0.36999508116084606,
"accuracy_stderr": 0.015644383201457016,
"f1": 0.3660232584256007,
"f1_stderr": 0.011066499098888493,
"main_score": 0.36999508116084606
},
"ka": {
"accuracy": 0.23753074274471225,
"accuracy_stderr": 0.015156810433697064,
"f1": 0.2369680825095152,
"f1_stderr": 0.008982783891160986,
"main_score": 0.23753074274471225
},
"km": {
"accuracy": 0.2557796360059026,
"accuracy_stderr": 0.011964008255215623,
"f1": 0.2503721018753929,
"f1_stderr": 0.01261883088247196,
"main_score": 0.2557796360059026
},
"kn": {
"accuracy": 0.1737333989178554,
"accuracy_stderr": 0.010096928341029173,
"f1": 0.16905596118679558,
"f1_stderr": 0.008624325989062142,
"main_score": 0.1737333989178554
},
"ko": {
"accuracy": 0.3664043285784555,
"accuracy_stderr": 0.019324778796685774,
"f1": 0.37074121641652996,
"f1_stderr": 0.018854775564970745,
"main_score": 0.3664043285784555
},
"lv": {
"accuracy": 0.39365469749139204,
"accuracy_stderr": 0.017096132932858946,
"f1": 0.39251462761788897,
"f1_stderr": 0.007918541680504064,
"main_score": 0.39365469749139204
},
"ml": {
"accuracy": 0.17343826856861783,
"accuracy_stderr": 0.006922119304378662,
"f1": 0.17438396107627924,
"f1_stderr": 0.008192693525247884,
"main_score": 0.17343826856861783
},
"mn": {
"accuracy": 0.32169208066896215,
"accuracy_stderr": 0.010415866941518095,
"f1": 0.33133507222345066,
"f1_stderr": 0.009727981673947925,
"main_score": 0.32169208066896215
},
"ms": {
"accuracy": 0.4003935071323168,
"accuracy_stderr": 0.015749505415667595,
"f1": 0.3937415721710171,
"f1_stderr": 0.010852780229352937,
"main_score": 0.4003935071323168
},
"my": {
"accuracy": 0.1750614854894245,
"accuracy_stderr": 0.008202671275345878,
"f1": 0.17187357627663005,
"f1_stderr": 0.009864558739886797,
"main_score": 0.1750614854894245
},
"nb": {
"accuracy": 0.3951303492375799,
"accuracy_stderr": 0.011741610097811075,
"f1": 0.3798404098511603,
"f1_stderr": 0.012716144167364926,
"main_score": 0.3951303492375799
},
"nl": {
"accuracy": 0.40688637481554346,
"accuracy_stderr": 0.016505325846471523,
"f1": 0.3947151734840299,
"f1_stderr": 0.01365346214474752,
"main_score": 0.40688637481554346
},
"pl": {
"accuracy": 0.4212001967535661,
"accuracy_stderr": 0.013531815019174024,
"f1": 0.40665520533765276,
"f1_stderr": 0.012941182833373054,
"main_score": 0.4212001967535661
},
"pt": {
"accuracy": 0.4382193802262666,
"accuracy_stderr": 0.016623129409049742,
"f1": 0.42784204198341624,
"f1_stderr": 0.014264523824051169,
"main_score": 0.4382193802262666
},
"ro": {
"accuracy": 0.39665518937530747,
"accuracy_stderr": 0.01294542776161022,
"f1": 0.3857654011901196,
"f1_stderr": 0.010668938093475772,
"main_score": 0.39665518937530747
},
"ru": {
"accuracy": 0.36955238563698967,
"accuracy_stderr": 0.015330767816293023,
"f1": 0.3610476336109539,
"f1_stderr": 0.009596890103059195,
"main_score": 0.36955238563698967
},
"sl": {
"accuracy": 0.38544023610427935,
"accuracy_stderr": 0.012864809822517054,
"f1": 0.37362175847848406,
"f1_stderr": 0.011474659836240395,
"main_score": 0.38544023610427935
},
"sq": {
"accuracy": 0.41770782095425474,
"accuracy_stderr": 0.015222674773347527,
"f1": 0.4121549335805068,
"f1_stderr": 0.01127329043673251,
"main_score": 0.41770782095425474
},
"sv": {
"accuracy": 0.4287752090506641,
"accuracy_stderr": 0.013474477321265632,
"f1": 0.4162854938913381,
"f1_stderr": 0.011275809572078613,
"main_score": 0.4287752090506641
},
"sw": {
"accuracy": 0.3769306443679291,
"accuracy_stderr": 0.008239753000707726,
"f1": 0.3649069777971663,
"f1_stderr": 0.010381985553451878,
"main_score": 0.3769306443679291
},
"ta": {
"accuracy": 0.17934087555336942,
"accuracy_stderr": 0.008859920351951557,
"f1": 0.17881223757767828,
"f1_stderr": 0.008288229439391287,
"main_score": 0.17934087555336942
},
"te": {
"accuracy": 0.18789965568125921,
"accuracy_stderr": 0.008239606180808016,
"f1": 0.18235960101744753,
"f1_stderr": 0.006360129130991526,
"main_score": 0.18789965568125921
},
"th": {
"accuracy": 0.3373831775700934,
"accuracy_stderr": 0.007340285954545952,
"f1": 0.33417918541425384,
"f1_stderr": 0.00939059777234143,
"main_score": 0.3373831775700934
},
"tl": {
"accuracy": 0.3938514510575504,
"accuracy_stderr": 0.014662844183091963,
"f1": 0.38514747962184515,
"f1_stderr": 0.01067502240695757,
"main_score": 0.3938514510575504
},
"tr": {
"accuracy": 0.3813084112149533,
"accuracy_stderr": 0.017779817566288023,
"f1": 0.3687312909254671,
"f1_stderr": 0.013948444261322962,
"main_score": 0.3813084112149533
},
"ur": {
"accuracy": 0.2755533694048205,
"accuracy_stderr": 0.009930209205951791,
"f1": 0.2673871836057701,
"f1_stderr": 0.009343267477937081,
"main_score": 0.2755533694048205
},
"vi": {
"accuracy": 0.38111165764879484,
"accuracy_stderr": 0.013358610868211841,
"f1": 0.36815374381904925,
"f1_stderr": 0.01158118701018232,
"main_score": 0.38111165764879484
},
"zh-CN": {
"accuracy": 0.4603541564190851,
"accuracy_stderr": 0.014324635918576993,
"f1": 0.4487036422895102,
"f1_stderr": 0.012655175357290297,
"main_score": 0.4603541564190851
},
"zh-TW": {
"accuracy": 0.41490408263649775,
"accuracy_stderr": 0.016242972153806757,
"f1": 0.4176329237102931,
"f1_stderr": 0.013720591432685164,
"main_score": 0.41490408263649775
}
},
"mteb_version": "0.0.2",
"mteb_dataset_name": "MassiveIntentClassification",
"dataset_revision": "072a486a144adf7f4479a4a0dddb2152e161e1ea"
}