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MatText_Robocrys_compiled_results

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train · 12 rows

task_name stringclasses 3 values	task stringclasses 3 values	checkpoint stringclasses 4 values	size stringclasses 4 values	size_num int64 30k 2M	is_classification bool 1 class	num_folds int64 5 5	mean_mae float64 0.1 0.14	std_mae float64 0 0.01	mean_rmse float64 0.15 0.18	std_rmse float64 0 0.01	per_fold dict
mattext_gvrh	gvrh	MatText-robocrys_30k	30k	30,000	false	5	0.116288	0.003612	0.163244	0.004186	{ "fold_0": { "mae": 0.113152786338216, "rmse": 0.15827421709675502 }, "fold_1": { "mae": 0.11176526603961401, "rmse": 0.162188338109077 }, "fold_2": { "mae": 0.119981070959392, "rmse": 0.16507026067347802 }, "fold_3": { "mae": 0.115679511703836, "rmse": 0.160363125007173 }, "fold_4": { "mae": 0.120863486789352, "rmse": 0.17032552389333802 } }
mattext_kvrh	kvrh	MatText-robocrys_30k	30k	30,000	false	5	0.101287	0.005331	0.15488	0.006486	{ "fold_0": { "mae": 0.103050383657937, "rmse": 0.152521293047016 }, "fold_1": { "mae": 0.09651893177353901, "rmse": 0.15808089138029002 }, "fold_2": { "mae": 0.09680630636088801, "rmse": 0.146264406798731 }, "fold_3": { "mae": 0.110868174486539, "rmse": 0.165479035748182 }, "fold_4": { "mae": 0.09919067521103601, "rmse": 0.15205373739476502 } }
mattext_perovskites	perovskites	MatText-robocrys_30k	30k	30,000	false	5	0.117637	0.004992	0.157115	0.006627	{ "fold_0": { "mae": 0.11605557768339402, "rmse": 0.15577891732093002 }, "fold_1": { "mae": 0.116787100065946, "rmse": 0.156102006720181 }, "fold_2": { "mae": 0.11326371238023501, "rmse": 0.150845256883045 }, "fold_3": { "mae": 0.11474964918169601, "rmse": 0.15304704531662802 }, "fold_4": { "mae": 0.127328426520356, "rmse": 0.169800394457738 } }
mattext_gvrh	gvrh	MatText-robocrys_100k	100k	100,000	false	5	0.123284	0.003316	0.172202	0.004985	{ "fold_0": { "mae": 0.118350220202573, "rmse": 0.16466820932071202 }, "fold_1": { "mae": 0.12119177319404902, "rmse": 0.16895817069153202 }, "fold_2": { "mae": 0.12772801475266402, "rmse": 0.17852315171440902 }, "fold_3": { "mae": 0.125832972412983, "rmse": 0.172545358853702 }, "fold_4": { "mae": 0.12331922876653101, "rmse": 0.176315114158545 } }
mattext_kvrh	kvrh	MatText-robocrys_100k	100k	100,000	false	5	0.110225	0.006438	0.166536	0.009159	{ "fold_0": { "mae": 0.10859463125631601, "rmse": 0.16206767012502202 }, "fold_1": { "mae": 0.105437722849995, "rmse": 0.16804966072188102 }, "fold_2": { "mae": 0.106588666988982, "rmse": 0.15635854655141201 }, "fold_3": { "mae": 0.12292929432811, "rmse": 0.18328367873946103 }, "fold_4": { "mae": 0.107576981045419, "rmse": 0.16291887798471702 } }
mattext_perovskites	perovskites	MatText-robocrys_100k	100k	100,000	false	5	0.1384	0.003711	0.183307	0.005375	{ "fold_0": { "mae": 0.14431379185165902, "rmse": 0.192365014855048 }, "fold_1": { "mae": 0.137591839598061, "rmse": 0.18171613701053901 }, "fold_2": { "mae": 0.13612140753242, "rmse": 0.17987886724644 }, "fold_3": { "mae": 0.13351856742401602, "rmse": 0.17681576895422302 }, "fold_4": { "mae": 0.140453943394685, "rmse": 0.185757034608404 } }
mattext_gvrh	gvrh	MatText-robocrys_300k	300k	300,000	false	5	0.123998	0.004945	0.174389	0.007424	{ "fold_0": { "mae": 0.11801647177943701, "rmse": 0.164342519782915 }, "fold_1": { "mae": 0.122928241465747, "rmse": 0.17737302392828103 }, "fold_2": { "mae": 0.133105087674211, "rmse": 0.18637134460923002 }, "fold_3": { "mae": 0.122595120997462, "rmse": 0.16968715476863103 }, "fold_4": { "mae": 0.123343492308878, "rmse": 0.174168874130082 } }
mattext_kvrh	kvrh	MatText-robocrys_300k	300k	300,000	false	5	0.107602	0.004966	0.166654	0.008938	{ "fold_0": { "mae": 0.10066587746473701, "rmse": 0.15291051536160602 }, "fold_1": { "mae": 0.10530121069433, "rmse": 0.16999870974257703 }, "fold_2": { "mae": 0.105597095995552, "rmse": 0.161561074699307 }, "fold_3": { "mae": 0.114381805410944, "rmse": 0.17957038855082602 }, "fold_4": { "mae": 0.11206230366702401, "rmse": 0.16923027026835602 } }
mattext_perovskites	perovskites	MatText-robocrys_300k	300k	300,000	false	5	0.12687	0.002339	0.169055	0.003458	{ "fold_0": { "mae": 0.130195399872888, "rmse": 0.17355133591423502 }, "fold_1": { "mae": 0.12294236218801201, "rmse": 0.163636931172283 }, "fold_2": { "mae": 0.127383323776984, "rmse": 0.16741967810361402 }, "fold_3": { "mae": 0.126361394006881, "rmse": 0.168874423328672 }, "fold_4": { "mae": 0.12746700627246502, "rmse": 0.17179289721194702 } }
mattext_gvrh	gvrh	MatText-robocrys_2m	2m	2,000,000	false	5	0.120876	0.003674	0.168891	0.005425	{ "fold_0": { "mae": 0.124617103285535, "rmse": 0.17347690237353702 }, "fold_1": { "mae": 0.116249627059698, "rmse": 0.166149553357774 }, "fold_2": { "mae": 0.12468627163473602, "rmse": 0.17402485444095 }, "fold_3": { "mae": 0.11683684606868301, "rmse": 0.159575584439091 }, "fold_4": { "mae": 0.121990072649719, "rmse": 0.17122713487743701 } }
mattext_kvrh	kvrh	MatText-robocrys_2m	2m	2,000,000	false	5	0.104249	0.004394	0.157914	0.007603	{ "fold_0": { "mae": 0.100783415566789, "rmse": 0.14985347803880703 }, "fold_1": { "mae": 0.10292233529819, "rmse": 0.16378759159612402 }, "fold_2": { "mae": 0.10215937089144, "rmse": 0.15247372823733202 }, "fold_3": { "mae": 0.11292034953108501, "rmse": 0.169816743001299 }, "fold_4": { "mae": 0.102461202115166, "rmse": 0.153637992591899 } }
mattext_perovskites	perovskites	MatText-robocrys_2m	2m	2,000,000	false	5	0.118153	0.001629	0.156649	0.002404	{ "fold_0": { "mae": 0.11648434689209901, "rmse": 0.15393789315237602 }, "fold_1": { "mae": 0.12122582887697801, "rmse": 0.160925792669901 }, "fold_2": { "mae": 0.1181172198976, "rmse": 0.15492181320067802 }, "fold_3": { "mae": 0.117700487531219, "rmse": 0.156368046455012 }, "fold_4": { "mae": 0.11723805274973001, "rmse": 0.15708907853706403 } }

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