| model,total,holes,hole_pct,imploded,collapsed,energy_outlier,anti_physical | |
| 100pct/freeze_5,500,247,49.4,227,70,118,76 | |
| 100pct/freeze_6,500,46,9.2,43,44,45,45 | |
| 100pct/lora,500,73,14.6,68,47,50,50 | |
| 100pct/multihead,500,38,7.6,34,35,35,34 | |
| 100pct/multihead_pseudolabel,500,35,7.0,29,35,30,30 | |
| 100pct/multihead_pseudolabel_lora,500,50,10.0,43,49,47,50 | |
| 100pct/naive,500,101,20.2,88,65,97,75 | |
| 100pct/scratch,500,208,41.6,202,81,120,88 | |
| 10pct/freeze_5,500,214,42.8,211,46,26,46 | |
| 10pct/freeze_6,500,40,8.0,37,38,40,38 | |
| 10pct/lora,500,70,14.0,62,62,68,66 | |
| 10pct/multihead,500,30,6.0,26,28,27,26 | |
| 10pct/multihead_pseudolabel,500,31,6.2,29,30,30,29 | |
| 10pct/multihead_pseudolabel_lora,500,46,9.2,36,46,43,44 | |
| 10pct/naive,500,55,11.0,51,53,53,52 | |
| 10pct/scratch,500,157,31.4,139,30,27,39 | |
| 10pct_10x/freeze_5,500,246,49.2,241,53,54,56 | |
| 10pct_10x/freeze_6,500,52,10.4,49,50,52,52 | |
| 10pct_10x/lora,500,90,18.0,80,58,50,61 | |
| 10pct_10x/multihead,500,26,5.2,21,20,24,20 | |
| 10pct_10x/multihead_pseudolabel,500,13,2.6,12,13,12,12 | |
| 10pct_10x/multihead_pseudolabel_lora,500,26,5.2,25,25,26,26 | |
| 10pct_10x/naive,500,61,12.2,49,53,53,61 | |
| 10pct_10x/scratch,500,138,27.6,128,9,7,14 | |
| foundation_mp0,500,77,15.4,76,59,67,58 | |
| foundation_omat_medium,500,43,8.6,36,42,40,40 | |
| foundation_omat_small,500,2,0.4,2,2,1,1 | |
| li/lora,500,66,13.2,61,61,55,59 | |
| li/mh,500,34,6.8,30,34,34,34 | |
| li/mh_ps,500,39,7.8,35,37,39,39 | |
| li/mh_ps_lora,500,43,8.6,35,42,43,42 | |
| li/naive,500,54,10.8,52,51,54,51 | |
| mh1,500,53,10.6,53,52,51,50 | |
| xs/freeze_5,500,81,16.2,74,43,62,44 | |
| xs/freeze_6,500,45,9.0,37,44,44,43 | |
| xs/lora,500,38,7.6,35,37,37,37 | |
| xs/multihead,500,37,7.4,28,36,34,34 | |
| xs/multihead_pseudolabel,500,31,6.2,24,30,29,29 | |
| xs/multihead_pseudolabel_lora,500,47,9.4,37,47,43,44 | |
| xs/naive,500,40,8.0,34,40,36,38 | |
| xs/scratch,500,78,15.6,10,55,2,51 | |