Datasets:

n0w0f
/

MatText_compiled_results

representation stringclasses 10 values	task stringclasses 4 values	size stringclasses 4 values	size_num int64 30k 2M	is_classification bool 1 class	mean_mae float64 0.06 0.57	std_mae float64 0 0.14	mean_rmse float64 0.08 1.9	std_rmse float64 0 0.96	mean_mape float64 0.06 0.56 ⌀	std_mape float64 0 0.05 ⌀	mean_max_error float64 0.8 33.3 ⌀	std_max_error float64 0.06 19 ⌀
local_env	gvrh	30k	30,000	false	0.117159	0.005269	0.162322	0.006628	0.089817	0.003802	1.02167	0.168321
local_env	kvrh	30k	30,000	false	0.101143	0.006515	0.157811	0.007967	0.067048	0.004892	1.144075	0.141126
local_env	perovskites	30k	30,000	false	0.075699	0.004592	0.10402	0.004913	0.076586	0.005528	0.857398	0.100232
cif_p1	dielectric	30k	30,000	false	0.481431	0.064744	1.81795	0.913582	0.16406	0.022767	32.438342	18.375167
cif_p1	kvrh	30k	30,000	false	0.100076	0.002808	0.16433	0.002452	0.066919	0.002219	1.346699	0.216857
cif_p1	gvrh	30k	30,000	false	0.11318	0.001929	0.162588	0.003512	0.087857	0.002479	1.144626	0.196901
cif_p1	perovskites	30k	30,000	false	0.079269	0.006431	0.107849	0.005869	0.081695	0.007861	0.883537	0.119096
cif_symmetrized	dielectric	30k	30,000	false	0.522715	0.084375	1.78868	0.929517	0.188961	0.030216	31.566891	18.738506
cif_symmetrized	kvrh	30k	30,000	false	0.104397	0.004204	0.170622	0.008265	0.070445	0.004381	1.570249	0.321816
cif_symmetrized	gvrh	30k	30,000	false	0.116252	0.003439	0.170543	0.007473	0.089046	0.003679	1.487721	0.406306
cif_symmetrized	perovskites	30k	30,000	false	0.078086	0.006384	0.114009	0.00624	0.077625	0.009335	1.726346	0.854992
slices	dielectric	30k	30,000	false	0.487519	0.140151	1.778797	0.952465	0.165631	0.035326	32.568421	18.145468
slices	kvrh	30k	30,000	false	0.089826	0.002859	0.146536	0.002363	0.060188	0.002238	1.211283	0.10243
slices	gvrh	30k	30,000	false	0.105885	0.004493	0.151603	0.003714	0.080507	0.002626	1.003736	0.176192
slices	perovskites	30k	30,000	false	0.071891	0.005262	0.099926	0.00501	0.07593	0.00797	0.919348	0.171287
crystal_text_llm	dielectric	30k	30,000	false	0.463642	0.074206	1.787805	0.959158	0.154285	0.020037	33.257379	18.841288
crystal_text_llm	kvrh	30k	30,000	false	0.095363	0.005748	0.15071	0.007825	0.062857	0.003942	1.127029	0.135113
crystal_text_llm	gvrh	30k	30,000	false	0.107726	0.0028	0.154641	0.003125	0.084094	0.003469	1.115579	0.185945
crystal_text_llm	perovskites	30k	30,000	false	0.06981	0.004974	0.096556	0.005687	0.072469	0.007783	0.864433	0.071521
composition	dielectric	30k	30,000	false	0.520172	0.078234	1.846082	0.924544	0.174416	0.010573	32.974686	18.412748
composition	kvrh	30k	30,000	false	0.118499	0.005876	0.188577	0.007779	0.079073	0.00593	1.47388	0.270079
composition	gvrh	30k	30,000	false	0.13552	0.004427	0.191806	0.00885	0.10386	0.003472	1.453818	0.399727
composition	perovskites	30k	30,000	false	0.431773	0.006052	0.570718	0.007543	0.53407	0.03375	2.556175	0.186885
atom_sequences	dielectric	30k	30,000	false	0.483735	0.096531	1.822929	0.910901	0.160006	0.013823	32.435362	18.162118
atom_sequences	kvrh	30k	30,000	false	0.104933	0.002518	0.170032	0.004336	0.069253	0.003328	1.232811	0.315101
atom_sequences	gvrh	30k	30,000	false	0.123337	0.005177	0.176525	0.00707	0.094528	0.004216	1.359517	0.250991
atom_sequences	perovskites	30k	30,000	false	0.428079	0.008915	0.559516	0.007933	0.543719	0.041577	2.191738	0.120836
atom_sequences_plusplus	dielectric	30k	30,000	false	0.482589	0.072872	1.762206	0.925033	0.166121	0.035927	31.176044	17.733063
atom_sequences_plusplus	kvrh	30k	30,000	false	0.107279	0.003359	0.173768	0.004803	0.071128	0.003035	1.3526	0.250033
atom_sequences_plusplus	gvrh	30k	30,000	false	0.121494	0.004919	0.171762	0.004533	0.092162	0.00169	1.08647	0.211513
atom_sequences_plusplus	perovskites	30k	30,000	false	0.218868	0.006968	0.328113	0.006523	0.225274	0.02941	2.988352	0.176848
zmatrix	dielectric	30k	30,000	false	0.489185	0.108185	1.770691	0.921525	0.166757	0.029082	31.428897	17.925437
zmatrix	kvrh	30k	30,000	false	0.100011	0.005755	0.161347	0.006794	0.06666	0.003882	1.256822	0.186438
zmatrix	gvrh	30k	30,000	false	0.116289	0.002326	0.165005	0.004073	0.088286	0.001933	1.223177	0.392318
zmatrix	perovskites	30k	30,000	false	0.077149	0.006904	0.106797	0.005575	0.076737	0.007562	0.974356	0.201393
local_env	gvrh	100k	100,000	false	0.110698	0.002317	0.154108	0.004321	0.08415	0.001696	1.110021	0.321218
local_env	kvrh	100k	100,000	false	0.097942	0.005553	0.152871	0.004428	0.064037	0.003257	1.206892	0.269778
local_env	perovskites	100k	100,000	false	0.076235	0.004384	0.103999	0.005645	0.076642	0.004461	0.924888	0.076174
cif_p1	dielectric	100k	100,000	false	0.44614	0.077446	1.763016	0.927738	0.146566	0.018997	32.141839	17.471977
cif_p1	kvrh	100k	100,000	false	0.098884	0.002382	0.162392	0.003434	0.067165	0.002522	1.30848	0.187036
cif_p1	gvrh	100k	100,000	false	0.114534	0.003814	0.162276	0.004393	0.087813	0.002227	1.041121	0.190695
cif_p1	perovskites	100k	100,000	false	0.067533	0.005907	0.094978	0.007199	0.070668	0.007383	0.948674	0.151341
cif_symmetrized	dielectric	100k	100,000	false	0.524287	0.082279	1.779568	0.938712	0.189451	0.029786	32.059346	18.241319
cif_symmetrized	kvrh	100k	100,000	false	0.107377	0.005813	0.172917	0.009933	0.072089	0.004169	1.526494	0.254287
cif_symmetrized	gvrh	100k	100,000	false	0.117503	0.004574	0.171782	0.008357	0.089235	0.004024	1.504842	0.42695
cif_symmetrized	perovskites	100k	100,000	false	0.07575	0.006499	0.10911	0.008467	0.075317	0.00758	1.282731	0.426913
slices	dielectric	100k	100,000	false	0.488208	0.091481	1.819439	0.923585	0.169674	0.018786	32.878845	18.540769
slices	kvrh	100k	100,000	false	0.095333	0.006602	0.152282	0.006815	0.063127	0.005233	1.329458	0.23362
slices	gvrh	100k	100,000	false	0.10671	0.005022	0.151855	0.006276	0.081178	0.004147	1.083625	0.213529
slices	perovskites	100k	100,000	false	0.075361	0.006514	0.103493	0.007114	0.074922	0.005308	0.851075	0.067837
crystal_text_llm	dielectric	100k	100,000	false	0.469791	0.124456	1.764243	0.959229	0.161315	0.023984	32.6006	18.325995
crystal_text_llm	kvrh	100k	100,000	false	0.091404	0.003817	0.147908	0.006173	0.060718	0.002734	1.200067	0.2429
crystal_text_llm	gvrh	100k	100,000	false	0.106614	0.005343	0.153048	0.005427	0.082154	0.00582	1.005411	0.106768
crystal_text_llm	perovskites	100k	100,000	false	0.057251	0.003102	0.08458	0.003909	0.057906	0.002368	0.965696	0.061973
composition	dielectric	100k	100,000	false	0.56539	0.06915	1.897155	0.890438	0.202294	0.02612	33.083488	18.841372
composition	kvrh	100k	100,000	false	0.117154	0.003708	0.187301	0.007845	0.078232	0.004191	1.456778	0.172151
composition	gvrh	100k	100,000	false	0.13594	0.003956	0.192037	0.006335	0.103951	0.003525	1.336189	0.32013
composition	perovskites	100k	100,000	false	0.433944	0.005568	0.572717	0.007847	0.543532	0.012214	2.424764	0.129646
atom_sequences	dielectric	100k	100,000	false	0.454854	0.082335	1.81165	0.904714	0.148756	0.016193	32.462081	18.050555
atom_sequences	kvrh	100k	100,000	false	0.104068	0.006576	0.169294	0.008052	0.069214	0.005056	1.297206	0.3295
atom_sequences	gvrh	100k	100,000	false	0.122255	0.004096	0.175422	0.005235	0.094041	0.002105	1.405509	0.250857
atom_sequences	perovskites	100k	100,000	false	0.428751	0.004675	0.561463	0.005115	0.539846	0.045814	2.294478	0.128713
atom_sequences_plusplus	dielectric	100k	100,000	false	0.480285	0.062949	1.780446	0.933011	0.163605	0.014088	31.586189	17.846655
atom_sequences_plusplus	kvrh	100k	100,000	false	0.102026	0.004135	0.164458	0.002808	0.067597	0.002943	1.302108	0.26827
atom_sequences_plusplus	gvrh	100k	100,000	false	0.118614	0.002365	0.167278	0.001896	0.090279	0.001735	1.058842	0.154003
atom_sequences_plusplus	perovskites	100k	100,000	false	0.216566	0.007622	0.328942	0.005759	0.219775	0.016088	2.838959	0.151818
zmatrix	dielectric	100k	100,000	false	0.498567	0.077133	1.786656	0.936696	0.173445	0.018695	32.663301	18.738487
zmatrix	kvrh	100k	100,000	false	0.095917	0.002907	0.154818	0.004015	0.064011	0.002898	1.189852	0.178036
zmatrix	gvrh	100k	100,000	false	0.109316	0.002038	0.157534	0.004	0.085125	0.002786	1.128822	0.16137
zmatrix	perovskites	100k	100,000	false	0.068683	0.00766	0.096375	0.007309	0.069646	0.008091	0.861524	0.115996
local_env	gvrh	300k	300,000	false	0.109598	0.003555	0.152237	0.005867	0.082983	0.002772	1.061212	0.200995
local_env	kvrh	300k	300,000	false	0.092788	0.00351	0.145917	0.004523	0.061208	0.001864	1.211481	0.257056
local_env	perovskites	300k	300,000	false	0.070087	0.004962	0.098423	0.003727	0.072452	0.002726	0.87084	0.058065
cif_p1	dielectric	300k	300,000	false	0.460205	0.060347	1.783518	0.925429	0.158817	0.014413	32.883651	18.381515
cif_p1	kvrh	300k	300,000	false	0.095134	0.005264	0.154373	0.005318	0.063689	0.003828	1.23285	0.093291
cif_p1	gvrh	300k	300,000	false	0.108503	0.001835	0.154842	0.003219	0.083544	0.002617	1.256097	0.293854
cif_p1	perovskites	300k	300,000	false	0.074646	0.006967	0.103043	0.007992	0.073593	0.007209	0.905805	0.094767
cif_symmetrized	dielectric	300k	300,000	false	0.471377	0.080096	1.809348	0.929171	0.156515	0.012756	32.498778	17.851127
cif_symmetrized	kvrh	300k	300,000	false	0.10004	0.004154	0.163656	0.006337	0.067023	0.004444	1.393079	0.171207
cif_symmetrized	gvrh	300k	300,000	false	0.115703	0.002389	0.167622	0.002929	0.089433	0.0027	1.357465	0.182106
cif_symmetrized	perovskites	300k	300,000	false	0.082426	0.00761	0.116627	0.009356	0.086589	0.00629	1.162272	0.181154
slices	dielectric	300k	300,000	false	0.467502	0.125632	1.793591	0.964088	0.157331	0.031197	33.055423	18.985545
slices	kvrh	300k	300,000	false	0.088888	0.005833	0.144786	0.006511	0.059031	0.004044	1.213802	0.143719
slices	gvrh	300k	300,000	false	0.10491	0.003205	0.149146	0.004839	0.08032	0.002391	1.008984	0.183447
slices	perovskites	300k	300,000	false	0.070801	0.006035	0.09857	0.006581	0.073115	0.00716	0.90065	0.131379
crystal_text_llm	dielectric	300k	300,000	false	0.466389	0.084824	1.792851	0.953231	0.158104	0.029399	33.117787	18.50271
crystal_text_llm	kvrh	300k	300,000	false	0.087474	0.003664	0.144831	0.005766	0.058377	0.003291	1.167051	0.137813
crystal_text_llm	gvrh	300k	300,000	false	0.101885	0.002042	0.148268	0.00297	0.078669	0.002084	1.089351	0.224751
crystal_text_llm	perovskites	300k	300,000	false	0.066695	0.002705	0.093545	0.003334	0.069755	0.005793	0.798086	0.089258
composition	dielectric	300k	300,000	false	0.553867	0.071825	1.848961	0.933127	0.198173	0.02853	32.895308	18.546449
composition	kvrh	300k	300,000	false	0.116387	0.004451	0.185821	0.006482	0.076482	0.00438	1.630472	0.450197
composition	gvrh	300k	300,000	false	0.131902	0.004726	0.189622	0.00876	0.101238	0.004865	1.516083	0.381986
composition	perovskites	300k	300,000	false	0.430151	0.005056	0.566835	0.005041	0.535677	0.037133	2.457648	0.197571
atom_sequences	dielectric	300k	300,000	false	0.469404	0.087637	1.806008	0.91761	0.158727	0.015069	31.999723	17.711924
atom_sequences	kvrh	300k	300,000	false	0.107521	0.005525	0.177121	0.007783	0.071274	0.004306	1.372702	0.339101
atom_sequences	gvrh	300k	300,000	false	0.12501	0.003166	0.178431	0.005016	0.095773	0.002182	1.31213	0.271458
atom_sequences	perovskites	300k	300,000	false	0.431575	0.007619	0.563975	0.007144	0.561607	0.042716	2.216836	0.124327
atom_sequences_plusplus	dielectric	300k	300,000	false	0.4782	0.091773	1.758435	0.927395	0.160093	0.031128	31.443008	17.892918
atom_sequences_plusplus	kvrh	300k	300,000	false	0.097257	0.006695	0.159761	0.005403	0.064459	0.005983	1.343321	0.180824
atom_sequences_plusplus	gvrh	300k	300,000	false	0.11272	0.002915	0.161383	0.002857	0.086051	0.00149	1.173647	0.255402

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