bin
int64
10
1k
representation
stringclasses
11 values
property
stringclasses
3 values
alpha
float64
0
1
eval_loss
float64
0
0.99
10
crystal_text_llm_ngram
perovskites
0.6
0.024249
10
crystal_text_llm_ngram
perovskites
0.8
0.045074
10
crystal_text_llm_ngram
perovskites
1
0.076313
10
crystal_text_llm_ngram
dielectric
0
0.10286
10
crystal_text_llm_ngram
dielectric
0.2
0.075406
10
crystal_text_llm_ngram
dielectric
0.4
0.052875
10
crystal_text_llm_ngram
dielectric
0.5
0.047239
10
crystal_text_llm_ngram
dielectric
0.6
0.058591
10
crystal_text_llm_ngram
dielectric
0.8
0.088678
10
crystal_text_llm_ngram
dielectric
1
0.123241
10
atom_sequences_plusplus
gvrh
0
0.006447
10
atom_sequences_plusplus
gvrh
0.2
0.003869
10
atom_sequences_plusplus
gvrh
0.4
0.003293
10
atom_sequences_plusplus
gvrh
0.5
0.003598
10
atom_sequences_plusplus
gvrh
0.6
0.004672
10
atom_sequences_plusplus
gvrh
0.8
0.005386
10
atom_sequences_plusplus
gvrh
1
0.007658
10
atom_sequences_plusplus
perovskites
0
0.000003
10
atom_sequences_plusplus
perovskites
0.2
0.000348
10
atom_sequences_plusplus
perovskites
0.4
0.001161
10
atom_sequences_plusplus
perovskites
0.5
0.001163
10
atom_sequences_plusplus
perovskites
0.6
0.001627
10
atom_sequences_plusplus
perovskites
0.8
0.003583
10
atom_sequences_plusplus
perovskites
1
0.005033
10
atom_sequences_plusplus
dielectric
0
0.044684
10
atom_sequences_plusplus
dielectric
0.2
0.029215
10
atom_sequences_plusplus
dielectric
0.4
0.022221
10
atom_sequences_plusplus
dielectric
0.5
0.023331
10
atom_sequences_plusplus
dielectric
0.6
0.019037
10
atom_sequences_plusplus
dielectric
0.8
0.012994
10
atom_sequences_plusplus
dielectric
1
0.014765
20
slices
gvrh
0
0.433772
20
slices
gvrh
0.2
0.283506
20
slices
gvrh
0.4
0.162013
20
slices
gvrh
0.5
0.120313
20
slices
gvrh
0.6
0.081647
20
slices
gvrh
0.8
0.034052
20
slices
gvrh
1
0.018824
20
slices
perovskites
0
0.000012
20
slices
perovskites
0.2
0.000226
20
slices
perovskites
0.4
0.001087
20
slices
perovskites
0.5
0.001358
20
slices
perovskites
0.6
0.001933
20
slices
perovskites
0.8
0.002503
20
slices
perovskites
1
0.003149
20
slices
dielectric
0
0.78448
20
slices
dielectric
0.2
0.502212
20
slices
dielectric
0.4
0.281638
20
slices
dielectric
0.5
0.193656
20
slices
dielectric
0.6
0.131599
20
slices
dielectric
0.8
0.041509
20
slices
dielectric
1
0.019636
20
slices_ngram
gvrh
0
0.46457
20
slices_ngram
gvrh
0.2
0.28271
20
slices_ngram
gvrh
0.4
0.201194
20
slices_ngram
gvrh
0.5
0.155376
20
slices_ngram
gvrh
0.6
0.14368
20
slices_ngram
gvrh
0.8
0.123902
20
slices_ngram
gvrh
1
0.13315
20
slices_ngram
perovskites
0
0
20
slices_ngram
perovskites
0.2
0.001391
20
slices_ngram
perovskites
0.4
0.006644
20
slices_ngram
perovskites
0.5
0.010105
20
slices_ngram
perovskites
0.6
0.015357
20
slices_ngram
perovskites
0.8
0.025705
20
slices_ngram
perovskites
1
0.046804
20
slices_ngram
dielectric
0
0.788884
20
slices_ngram
dielectric
0.2
0.531959
20
slices_ngram
dielectric
0.4
0.315164
20
slices_ngram
dielectric
0.5
0.237662
20
slices_ngram
dielectric
0.6
0.187178
20
slices_ngram
dielectric
0.8
0.12998
20
slices_ngram
dielectric
1
0.14533
20
cif_p1
gvrh
0
0.412785
20
cif_p1
gvrh
0.2
0.252861
20
cif_p1
gvrh
0.4
0.147956
20
cif_p1
gvrh
0.5
0.100435
20
cif_p1
gvrh
0.6
0.072968
20
cif_p1
gvrh
0.8
0.020777
20
cif_p1
gvrh
1
0.007426
20
cif_p1
perovskites
0
0.000005
20
cif_p1
perovskites
0.2
0.000305
20
cif_p1
perovskites
0.4
0.000809
20
cif_p1
perovskites
0.5
0.001689
20
cif_p1
perovskites
0.6
0.001692
20
cif_p1
perovskites
0.8
0.004279
20
cif_p1
perovskites
1
0.005892
20
cif_p1
dielectric
0
0.891978
20
cif_p1
dielectric
0.2
0.521656
20
cif_p1
dielectric
0.4
0.300726
20
cif_p1
dielectric
0.5
0.197033
20
cif_p1
dielectric
0.6
0.121486
20
cif_p1
dielectric
0.8
0.043709
20
cif_p1
dielectric
1
0.018844
20
cif_p1_ngram
gvrh
0
0.398599
20
cif_p1_ngram
gvrh
0.2
0.259641
20
cif_p1_ngram
gvrh
0.4
0.171342
20
cif_p1_ngram
gvrh
0.5
0.139414
20
cif_p1_ngram
gvrh
0.6
0.117053
20
cif_p1_ngram
gvrh
0.8
0.10814