bin
int64
10
1k
representation
stringclasses
11 values
property
stringclasses
3 values
alpha
float64
0
1
eval_loss
float64
0
0.99
20
crystal_text_llm
gvrh
0.2
0.264983
20
crystal_text_llm
gvrh
0.4
0.153081
20
crystal_text_llm
gvrh
0.5
0.105529
20
crystal_text_llm
gvrh
0.6
0.072352
20
crystal_text_llm
gvrh
0.8
0.025264
20
crystal_text_llm
gvrh
1
0.010315
20
crystal_text_llm
perovskites
0
0
20
crystal_text_llm
perovskites
0.2
0.000435
20
crystal_text_llm
perovskites
0.4
0.001343
20
crystal_text_llm
perovskites
0.5
0.001505
20
crystal_text_llm
perovskites
0.6
0.003513
20
crystal_text_llm
perovskites
0.8
0.003597
20
crystal_text_llm
perovskites
1
0.008106
20
crystal_text_llm
dielectric
0
0.847493
20
crystal_text_llm
dielectric
0.2
0.485903
20
crystal_text_llm
dielectric
0.4
0.292275
20
crystal_text_llm
dielectric
0.5
0.197149
20
crystal_text_llm
dielectric
0.6
0.133286
20
crystal_text_llm
dielectric
0.8
0.041703
20
crystal_text_llm
dielectric
1
0.015869
20
crystal_text_llm_ngram
gvrh
0
0.458565
20
crystal_text_llm_ngram
gvrh
0.2
0.265139
20
crystal_text_llm_ngram
gvrh
0.4
0.166422
20
crystal_text_llm_ngram
gvrh
0.5
0.151539
20
crystal_text_llm_ngram
gvrh
0.6
0.121567
20
crystal_text_llm_ngram
gvrh
0.8
0.109881
20
crystal_text_llm_ngram
gvrh
1
0.126025
20
crystal_text_llm_ngram
perovskites
0
0
20
crystal_text_llm_ngram
perovskites
0.2
0.002584
20
crystal_text_llm_ngram
perovskites
0.4
0.013371
20
crystal_text_llm_ngram
perovskites
0.5
0.016334
20
crystal_text_llm_ngram
perovskites
0.6
0.023393
20
crystal_text_llm_ngram
perovskites
0.8
0.055212
20
crystal_text_llm_ngram
perovskites
1
0.079665
20
crystal_text_llm_ngram
dielectric
0
0.847498
20
crystal_text_llm_ngram
dielectric
0.2
0.721194
20
crystal_text_llm_ngram
dielectric
0.4
0.366422
20
crystal_text_llm_ngram
dielectric
0.5
0.254945
20
crystal_text_llm_ngram
dielectric
0.6
0.229978
20
crystal_text_llm_ngram
dielectric
0.8
0.114622
20
crystal_text_llm_ngram
dielectric
1
0.124636
20
atom_sequences_plusplus
gvrh
0
0.412401
20
atom_sequences_plusplus
gvrh
0.2
0.265115
20
atom_sequences_plusplus
gvrh
0.4
0.151022
20
atom_sequences_plusplus
gvrh
0.5
0.10717
20
atom_sequences_plusplus
gvrh
0.6
0.071852
20
atom_sequences_plusplus
gvrh
0.8
0.023143
20
atom_sequences_plusplus
gvrh
1
0.006296
20
atom_sequences_plusplus
perovskites
0
0.000033
20
atom_sequences_plusplus
perovskites
0.2
0.000311
20
atom_sequences_plusplus
perovskites
0.4
0.001146
20
atom_sequences_plusplus
perovskites
0.5
0.000918
20
atom_sequences_plusplus
perovskites
0.6
0.001198
20
atom_sequences_plusplus
perovskites
0.8
0.002448
20
atom_sequences_plusplus
perovskites
1
0.005033
20
atom_sequences_plusplus
dielectric
0
0.83653
20
atom_sequences_plusplus
dielectric
0.2
0.527534
20
atom_sequences_plusplus
dielectric
0.4
0.295843
20
atom_sequences_plusplus
dielectric
0.5
0.223571
20
atom_sequences_plusplus
dielectric
0.6
0.169913
20
atom_sequences_plusplus
dielectric
0.8
0.06438
20
atom_sequences_plusplus
dielectric
1
0.012657
50
slices
gvrh
0
0.263586
50
slices
gvrh
0.2
0.170495
50
slices
gvrh
0.4
0.093138
50
slices
gvrh
0.5
0.065496
50
slices
gvrh
0.6
0.053855
50
slices
gvrh
0.8
0.022016
50
slices
gvrh
1
0.017309
50
slices
perovskites
0
0.291127
50
slices
perovskites
0.2
0.222735
50
slices
perovskites
0.4
0.115369
50
slices
perovskites
0.5
0.085759
50
slices
perovskites
0.6
0.055398
50
slices
perovskites
0.8
0.019052
50
slices
perovskites
1
0.005456
50
slices
dielectric
0
0.269987
50
slices
dielectric
0.2
0.209791
50
slices
dielectric
0.4
0.104553
50
slices
dielectric
0.5
0.074071
50
slices
dielectric
0.6
0.05557
50
slices
dielectric
0.8
0.025663
50
slices
dielectric
1
0.017584
50
slices_ngram
gvrh
0
0.496856
50
slices_ngram
gvrh
0.2
0.347674
50
slices_ngram
gvrh
0.4
0.201346
50
slices_ngram
gvrh
0.5
0.145519
50
slices_ngram
gvrh
0.6
0.129362
50
slices_ngram
gvrh
0.8
0.112858
50
slices_ngram
gvrh
1
0.148481
50
slices_ngram
perovskites
0
0.539408
50
slices_ngram
perovskites
0.2
0.356703
50
slices_ngram
perovskites
0.4
0.212147
50
slices_ngram
perovskites
0.5
0.148639
50
slices_ngram
perovskites
0.6
0.107068
50
slices_ngram
perovskites
0.8
0.04632
50
slices_ngram
perovskites
1
0.034997
50
slices_ngram
dielectric
0
0.666646
50
slices_ngram
dielectric
0.2
0.390088
50
slices_ngram
dielectric
0.4
0.192871