Brick Generation on ShapeNet Objaverse-XL Challenging (test)
83.4Stability (%)BrickAnything
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BrickAnythingfull_method=true2026.05 | 83.4 | 0.1299 | 58.6 | 0.422 | 100 | |
| BrickAnythingDPO=false2026.05 | 82.4 | 0.1301 | 57.3 | 0.444 | 100 | |
| BrickGPT-style tokenizationDPO=true2026.05 | 76 | 0.1309 | 55.3 | 6.75 | 100 | |
| BrickGPT-style tokenizationDPO=false2026.05 | 74 | 0.1307 | 54.4 | 6.991 | 100 | |
| BrickAnythingRollback=false, DPO=false2026.05 | 72 | 0.1283 | 59.7 | — | 100 | |
| BrickAnythingValidity-constrained decoding=false, Rollback=false, DPO=false2026.05 | 60.6 | 0.1271 | 60.2 | — | 68.6 | |
| Legolization2026.05 | 0 | — | — | — | 100 |