Brick Structure Generation on Objaverse-XL Stable subset (val)
0.112CDLegolization
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Legolization2026.05 | 0.112 | 100 | — | 100 | 100 | |
| BrickAnythingValidity-constrained decoding=false, Rollback=false, DPO=false2026.05 | 0.1265 | 79.8 | — | 63.4 | 71.6 | |
| BrickAnythingRollback=false, DPO=false2026.05 | 0.1274 | 77.2 | — | 91 | 100 | |
| BrickAnything2026.05 | 0.1283 | 78.8 | 0.184 | 100 | 100 | |
| BrickAnythingDPO=false2026.05 | 0.129 | 75.1 | 0.216 | 100 | 100 | |
| BrickGPT-style tokenizationDPO=true2026.05 | 0.1292 | 74.2 | 3.62 | 100 | 100 | |
| BrickGPT-style tokenizationDPO=false2026.05 | 0.1297 | 72.1 | 3.916 | 100 | 100 |