Datasets:

n0w0f
/

MatText_llama_scaleup_results

representation stringclasses 11 values	property stringclasses 3 values	model_size stringclasses 3 values	model_size_num int64 7B 70B	is_classification bool 1 class	mean_mae float64 0.08 0.46	std_mae float64 0 0.03	mean_rmse float64 0.11 0.74	std_rmse float64 0 0.03
robocrys	gvrh	13b	13,000,000,000	false	0.11925	0.003086	0.177991	0.012357
robocrys	perovskites	13b	13,000,000,000	false	0.097617	0.002874	0.134313	0.003823
robocrys	kvrh	13b	13,000,000,000	false	0.089228	0.004771	0.155371	0.010681
robocrys	gvrh	7b	7,000,000,000	false	0.116121	0.002002	0.174383	0.013833
robocrys	perovskites	7b	7,000,000,000	false	0.100465	0.011879	0.135757	0.014911
robocrys	kvrh	7b	7,000,000,000	false	0.090706	0.004009	0.154448	0.009653
atom_sequences	gvrh	7b	7,000,000,000	false	0.137515	0.001932	0.203667	0.007681
local_env	gvrh	7b	7,000,000,000	false	0.12792	0.004173	0.181306	0.006843
slices	gvrh	7b	7,000,000,000	false	0.132064	0.002103	0.189443	0.005976
composition	gvrh	7b	7,000,000,000	false	0.143968	0.004663	0.212069	0.008499
zmatrix	gvrh	7b	7,000,000,000	false	0.133066	0.003517	0.192788	0.006524
cif_symmetrized	gvrh	7b	7,000,000,000	false	0.131279	0.002473	0.191316	0.008061
atom_sequences_plusplus	gvrh	7b	7,000,000,000	false	0.129482	0.004601	0.191221	0.010906
cif_p1	gvrh	7b	7,000,000,000	false	0.133358	0.004445	0.193791	0.006656
crystal_text_llm	gvrh	7b	7,000,000,000	false	0.128028	0.003121	0.187664	0.007006
crystal_text_llm	kvrh	7b	7,000,000,000	false	0.103232	0.006556	0.1797	0.004717
atom_sequences_plusplus	kvrh	7b	7,000,000,000	false	0.103556	0.005389	0.180104	0.006853
cif_p1	kvrh	7b	7,000,000,000	false	0.109394	0.008032	0.184556	0.010804
cif_symmetrized	kvrh	7b	7,000,000,000	false	0.110556	0.014294	0.186335	0.017795
composition	kvrh	7b	7,000,000,000	false	0.114546	0.00579	0.195577	0.006126
zmatrix	kvrh	7b	7,000,000,000	false	0.108003	0.008012	0.185549	0.008134
slices	kvrh	7b	7,000,000,000	false	0.108636	0.01116	0.181179	0.012318
local_env	kvrh	7b	7,000,000,000	false	0.105458	0.006464	0.176521	0.005338
atom_sequences	kvrh	7b	7,000,000,000	false	0.108475	0.004469	0.188563	0.002593
composition	perovskites	7b	7,000,000,000	false	0.458385	0.008247	0.691116	0.01811
atom_sequences	perovskites	7b	7,000,000,000	false	0.456678	0.011042	0.715624	0.021055
cif_p1	perovskites	7b	7,000,000,000	false	0.094868	0.003343	0.129515	0.004087
cif_symmetrized	perovskites	7b	7,000,000,000	false	0.183467	0.008267	0.288938	0.008358
zmatrix	perovskites	7b	7,000,000,000	false	0.109637	0.004482	0.146296	0.005612
atom_sequences_plusplus	perovskites	7b	7,000,000,000	false	0.261838	0.005018	0.395353	0.007915
slices	perovskites	7b	7,000,000,000	false	0.116534	0.008402	0.155234	0.009882
local_env	perovskites	7b	7,000,000,000	false	0.10018	0.007087	0.139199	0.008461
crystal_text_llm	perovskites	7b	7,000,000,000	false	0.090884	0.00143	0.124124	0.002317
atom_sequences_plusplus	gvrh	13b	13,000,000,000	false	0.130347	0.00634	0.191078	0.008939
composition	gvrh	13b	13,000,000,000	false	0.143304	0.004276	0.209515	0.007348
atom_sequences	gvrh	13b	13,000,000,000	false	0.130718	0.005662	0.194433	0.010326
local_env	gvrh	13b	13,000,000,000	false	0.125739	0.005992	0.18324	0.009362
slices	gvrh	13b	13,000,000,000	false	0.12269	0.003408	0.179189	0.007259
zmatrix	gvrh	13b	13,000,000,000	false	0.120497	0.005175	0.178339	0.00748
cif_symmetrized	gvrh	13b	13,000,000,000	false	0.125609	0.005416	0.184457	0.009071
cif_p1	gvrh	13b	13,000,000,000	false	0.127383	0.002826	0.179533	0.005467
crystal_text_llm	gvrh	13b	13,000,000,000	false	0.121625	0.003999	0.179628	0.00537
crystal_text_llm	kvrh	13b	13,000,000,000	false	0.10878	0.003411	0.170972	0.00428
cif_p1	kvrh	13b	13,000,000,000	false	0.105592	0.007055	0.171927	0.0093
cif_symmetrized	kvrh	13b	13,000,000,000	false	0.111682	0.004706	0.181355	0.00979
composition	kvrh	13b	13,000,000,000	false	0.124075	0.01234	0.196938	0.012708
zmatrix	kvrh	13b	13,000,000,000	false	0.100666	0.005851	0.17341	0.008816
slices	kvrh	13b	13,000,000,000	false	0.108368	0.003607	0.168485	0.005511
atom_sequences_pluplus	kvrh	13b	13,000,000,000	false	0.106739	0.002924	0.173216	0.008983
local_env	kvrh	13b	13,000,000,000	false	0.104219	0.006175	0.162629	0.011749
atom_sequences	kvrh	13b	13,000,000,000	false	0.113123	0.003232	0.187163	0.011709
composition	perovskites	13b	13,000,000,000	false	0.454948	0.00824	0.689012	0.016274
atom_sequences	perovskites	13b	13,000,000,000	false	0.462349	0.005248	0.736309	0.009895
cif_p1	perovskites	13b	13,000,000,000	false	0.169468	0.025542	0.22723	0.034882
slices	perovskites	13b	13,000,000,000	false	0.098657	0.004658	0.132616	0.004822
cif_symmetrized	perovskites	13b	13,000,000,000	false	0.133507	0.004603	0.205579	0.013732
zmatrix	perovskites	13b	13,000,000,000	false	0.109572	0.005345	0.146113	0.005842
atom_sequences_plusplus	perovskites	13b	13,000,000,000	false	0.254637	0.009085	0.393603	0.008003
local_env	perovskites	13b	13,000,000,000	false	0.091181	0.003637	0.124824	0.004148
crystal_text_llm	perovskites	13b	13,000,000,000	false	0.089239	0.004569	0.121427	0.007096
atom_sequences	gvrh	70b	70,000,000,000	false	0.123222	0.006838	0.18467	0.011072
local_env	gvrh	70b	70,000,000,000	false	0.126853	0.003042	0.180463	0.006526
slices	gvrh	70b	70,000,000,000	false	0.11751	0.002741	0.173343	0.00757
composition	gvrh	70b	70,000,000,000	false	0.139068	0.002212	0.205447	0.009848
zmatrix	gvrh	70b	70,000,000,000	false	0.123872	0.003136	0.182002	0.005643
cif_symmetrized	gvrh	70b	70,000,000,000	false	0.124346	0.007729	0.183765	0.009407
cif_p1	gvrh	70b	70,000,000,000	false	0.121845	0.006775	0.179923	0.009842
atom_sequences_plusplus	gvrh	70b	70,000,000,000	false	0.125567	0.008897	0.184663	0.012491
crystal_text_llm	gvrh	70b	70,000,000,000	false	0.124694	0.003522	0.184883	0.004265
crystal_text_llm	kvrh	70b	70,000,000,000	false	0.096024	0.005453	0.167423	0.008535
atom_sequences_plusplus	kvrh	70b	70,000,000,000	false	0.097423	0.006712	0.17218	0.008961
cif_p1	kvrh	70b	70,000,000,000	false	0.098061	0.009018	0.170617	0.007609
cif_symmetrized	kvrh	70b	70,000,000,000	false	0.10549	0.008612	0.18214	0.012225
composition	kvrh	70b	70,000,000,000	false	0.108602	0.005562	0.193476	0.007754
zmatrix	kvrh	70b	70,000,000,000	false	0.09972	0.007428	0.173852	0.012443
slices	kvrh	70b	70,000,000,000	false	0.102605	0.006076	0.172777	0.008006
local_env	kvrh	70b	70,000,000,000	false	0.100164	0.008951	0.170852	0.012152
atom_sequences	kvrh	70b	70,000,000,000	false	0.097405	0.003547	0.175729	0.006524
composition	perovskites	70b	70,000,000,000	false	0.459488	0.010618	0.715082	0.013866
atom_sequences	perovskites	70b	70,000,000,000	false	0.456622	0.012292	0.726633	0.020173
cif_symmetrized	perovskites	70b	70,000,000,000	false	0.105902	0.002544	0.149373	0.005631
zmatrix	perovskites	70b	70,000,000,000	false	0.092831	0.001437	0.127139	0.001343
cif_p1	perovskites	70b	70,000,000,000	false	0.083631	0.002679	0.115253	0.00242
atom_sequences_plusplus	perovskites	70b	70,000,000,000	false	0.256231	0.014948	0.393983	0.020909
slices	perovskites	70b	70,000,000,000	false	0.081322	0.002311	0.11203	0.002256
local_env	perovskites	70b	70,000,000,000	false	0.078215	0.001428	0.110475	0.000953
crystal_text_llm	perovskites	70b	70,000,000,000	false	0.081857	0.002623	0.11288	0.003445
robocrys	gvrh	70b	70,000,000,000	false	0.121016	0.011588	0.180521	0.019336
robocrys	kvrh	70b	70,000,000,000	false	0.090027	0.00473	0.158631	0.018898
robocrys	perovskites	70b	70,000,000,000	false	0.091071	0.009482	0.12588	0.01179

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