property stringclasses 7 values | representation stringclasses 8 values | geometry_contribution float64 0.01 1.24 ⌀ | composition_contribution float64 -0.53 -0 ⌀ | volume float64 56.8 163k ⌀ | error_geom_0.0 float64 0.01 0.99 | error_geom_0.2 float64 0.01 0.81 | error_geom_0.4 float64 0.01 0.41 | error_geom_0.5 float64 0.01 0.58 | error_geom_0.6 float64 0.01 0.43 | error_geom_0.8 float64 0 0.62 | error_geom_1.0 float64 0 0.55 |
|---|---|---|---|---|---|---|---|---|---|---|---|
perovskites | slices | 0.03588 | -0.020081 | 56.8438 | 0.03352 | 0.023616 | 0.016691 | 0.012649 | 0.009043 | 0.005636 | 0.003187 |
perovskites | composition | 0.543783 | -0.245915 | 56.8438 | 0.447479 | 0.282959 | 0.170794 | 0.11915 | 0.08144 | 0.026448 | 0.003645 |
perovskites | crystal_text_llm | 0.007193 | -0.00965 | 56.8438 | 0.015714 | 0.013171 | 0.010359 | 0.010684 | 0.008401 | 0.009769 | 0.004231 |
perovskites | zmatrix | 0.030183 | -0.012939 | 56.8438 | 0.027105 | 0.017639 | 0.01177 | 0.008777 | 0.005469 | 0.003854 | 0.004068 |
perovskites | cif_p1 | 0.006486 | -0.00329 | 56.8438 | 0.013145 | 0.010446 | 0.005092 | 0.007399 | 0.006475 | 0.005455 | 0.006977 |
perovskites | atom_sequences_plusplus | 0.130431 | -0.076767 | 56.8438 | 0.114771 | 0.0794 | 0.051041 | 0.03826 | 0.023512 | 0.01013 | 0.004371 |
phonons | slices | 1.190726 | -0.334845 | 334.14556 | 0.987033 | 0.559539 | 0.288926 | 0.214924 | 0.160069 | 0.07499 | 0.074868 |
phonons | composition | 0.964393 | -0.327895 | 334.14556 | 0.74002 | 0.540728 | 0.324515 | 0.213623 | 0.152889 | 0.084493 | 0.075592 |
phonons | crystal_text_llm | 1.122183 | -0.291764 | 334.14556 | 0.871008 | 0.481774 | 0.313956 | 0.181518 | 0.133074 | 0.069086 | 0.050631 |
phonons | zmatrix | 0.843655 | -0.32412 | 334.14556 | 0.70796 | 0.467559 | 0.257263 | 0.196376 | 0.140755 | 0.066599 | 0.057653 |
phonons | cif_p1 | 1.031079 | -0.325872 | 334.14556 | 0.795271 | 0.520846 | 0.323586 | 0.202874 | 0.148964 | 0.067321 | 0.066466 |
phonons | atom_sequences_plusplus | 1.238366 | -0.427197 | 334.14556 | 0.927156 | 0.688744 | 0.334428 | 0.237321 | 0.170681 | 0.069467 | 0.044619 |
gvrh | slices | 0.267042 | -0.133217 | 1,902.472561 | 0.231227 | 0.16599 | 0.091997 | 0.074057 | 0.047292 | 0.027477 | 0.014186 |
gvrh | composition | 0.340004 | -0.156869 | 1,902.472561 | 0.2906 | 0.18201 | 0.12006 | 0.084222 | 0.053113 | 0.021492 | 0.021192 |
gvrh | crystal_text_llm | 0.357419 | -0.101349 | 1,902.472561 | 0.235236 | 0.179266 | 0.122736 | 0.05994 | 0.047568 | 0.020486 | 0.010416 |
gvrh | zmatrix | 0.237638 | -0.11095 | 1,902.472561 | 0.190534 | 0.119868 | 0.099545 | 0.057437 | 0.037384 | 0.015199 | 0.008777 |
gvrh | cif_p1 | 0.318532 | -0.142243 | 1,902.472561 | 0.278932 | 0.175769 | 0.072346 | 0.069505 | 0.038584 | 0.016283 | 0.011404 |
gvrh | atom_sequences_plusplus | 0.331897 | -0.117195 | 1,902.472561 | 0.268422 | 0.179763 | 0.094675 | 0.070321 | 0.052885 | 0.033492 | 0.007392 |
dielectric | slices | 1.018229 | -0.455384 | 1,913.226395 | 0.851507 | 0.529697 | 0.293323 | 0.218766 | 0.135215 | 0.044137 | 0.021561 |
dielectric | composition | 1.101107 | -0.489593 | 1,913.226395 | 0.898831 | 0.592775 | 0.358337 | 0.249612 | 0.159063 | 0.060579 | 0.0396 |
dielectric | crystal_text_llm | 1.0577 | -0.419635 | 1,913.226395 | 0.852155 | 0.524419 | 0.299437 | 0.206104 | 0.135597 | 0.042592 | 0.020487 |
dielectric | zmatrix | 0.996336 | -0.440254 | 1,913.226395 | 0.802362 | 0.528164 | 0.296006 | 0.210066 | 0.134084 | 0.040816 | 0.015043 |
dielectric | cif_p1 | 1.045504 | -0.457649 | 1,913.226395 | 0.859272 | 0.534096 | 0.306597 | 0.218154 | 0.139294 | 0.041464 | 0.016055 |
dielectric | atom_sequences_plusplus | 1.10169 | -0.533677 | 1,913.226395 | 0.920926 | 0.596561 | 0.33916 | 0.251652 | 0.154351 | 0.052533 | 0.014395 |
form_energy | cif_p1 | 0.21804 | -0.103581 | 163,198.302678 | 0.178379 | 0.120991 | 0.064971 | 0.048767 | 0.03179 | 0.009535 | 0.001396 |
form_energy | zmatrix | 0.134748 | -0.04893 | 163,198.302678 | 0.113561 | 0.061956 | 0.033122 | 0.02463 | 0.017046 | 0.00576 | 0.002155 |
form_energy | composition | 0.290742 | -0.142869 | 163,198.302678 | 0.232811 | 0.179333 | 0.086853 | 0.069419 | 0.046281 | 0.014348 | 0.004758 |
form_energy | crystal_text_llm | 0.237299 | -0.096515 | 163,198.302678 | 0.173838 | 0.135732 | 0.076036 | 0.049436 | 0.032199 | 0.012335 | 0.007257 |
form_energy | atom_sequences_plusplus | 0.299501 | -0.130363 | 163,198.302678 | 0.2319 | 0.156257 | 0.097998 | 0.062218 | 0.04017 | 0.012733 | 0.003389 |
form_energy | slices | 0.205732 | -0.081342 | 163,198.302678 | 0.167064 | 0.105522 | 0.061247 | 0.0427 | 0.028578 | 0.011133 | 0.007047 |
bandgap | cif_p1 | 0.191033 | -0.101079 | 155,996.463432 | 0.16395 | 0.107294 | 0.064313 | 0.048175 | 0.030447 | 0.010789 | 0.002209 |
bandgap | zmatrix | 0.156169 | -0.055479 | 155,996.463432 | 0.122267 | 0.07727 | 0.043598 | 0.028989 | 0.019286 | 0.00775 | 0.004453 |
bandgap | composition | 0.267773 | -0.137119 | 155,996.463432 | 0.230659 | 0.154489 | 0.085967 | 0.067781 | 0.042997 | 0.014596 | 0.00863 |
bandgap | crystal_text_llm | 0.221783 | -0.084021 | 155,996.463432 | 0.176454 | 0.111053 | 0.06969 | 0.045138 | 0.029383 | 0.01412 | 0.007889 |
bandgap | atom_sequences_plusplus | 0.260451 | -0.111246 | 155,996.463432 | 0.220942 | 0.124922 | 0.077945 | 0.054453 | 0.03522 | 0.011417 | 0.005475 |
bandgap | slices | 0.191918 | -0.068985 | 155,996.463432 | 0.168166 | 0.09227 | 0.054962 | 0.04116 | 0.03062 | 0.014124 | 0.00975 |
jdft2d | cogn_rep | null | null | null | 0.136478 | 0.15554 | 0.207371 | 0.261032 | 0.263749 | 0.341247 | 0.482711 |
dielectric | cogn_rep | null | null | null | 0.540476 | 0.441587 | 0.385319 | 0.369001 | 0.368747 | 0.353634 | 0.442539 |
phonons | cogn_rep | null | null | null | 0.295791 | 0.257645 | 0.235711 | 0.241712 | 0.238278 | 0.272211 | 0.33466 |
bandgap | cogn_rep | null | null | null | 0.122158 | 0.13278 | 0.205301 | 0.248897 | 0.298167 | 0.394447 | 0.501856 |
form_energy | cogn_rep | null | null | null | 0.08928 | 0.134162 | 0.210862 | 0.249434 | 0.293882 | 0.383615 | 0.479833 |
gvrh | cogn_rep | null | null | null | 0.225534 | 0.181099 | 0.184055 | 0.213709 | 0.222058 | 0.264918 | 0.360586 |
perovskites | cogn_rep | null | null | null | 0.076736 | 0.060138 | 0.046017 | 0.038748 | 0.035556 | 0.024486 | 0.018567 |
jdft2d | modnet | null | null | null | 0.188448 | 0.812855 | 0.274431 | 0.346278 | 0.232469 | 0.249379 | 0.281201 |
phonons | modnet | null | null | null | 0.342329 | 0.343804 | 0.268294 | 0.237347 | 0.239918 | 0.297421 | 0.313723 |
dielectric | modnet | null | null | null | 0.481283 | 0.537161 | 0.40701 | 0.388389 | 0.251408 | 0.285144 | 0.188797 |
gvrh | modnet | null | null | null | 0.212575 | 0.195015 | 0.183954 | 0.174805 | 0.169417 | 0.20601 | 0.248906 |
perovskites | modnet | null | null | null | 0.077892 | 0.149606 | 0.132208 | 0.111188 | 0.071879 | 0.043296 | 0.035637 |
form_energy | modnet | null | null | null | 0.096618 | 0.151334 | 0.194378 | 0.23141 | 0.27804 | 0.528723 | 0.476562 |
bandgap | modnet | null | null | null | 0.43158 | 0.15005 | 0.304197 | 0.581802 | 0.427827 | 0.623431 | 0.54893 |
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