3D Generation on Toys4K
92.97CLIP ScoreTIGON
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TIGONConditioning modality=Image+Text, Output representation=Mesh2026.03 | 92.97 | 80.77 | 41.36 | 36.68 | |
| TIGONConditioning modality=Image+Text, Output representation=3DGS2026.03 | 92.33 | 61.59 | — | — | |
| SimFusionConditioning modality=Image+Text, Output representation=3DGS2026.03 | 91.95 | 66.78 | — | — | |
| UniLat3DConditioning modality=Image, Output representation=Mesh2026.03 | 91.85 | 109.68 | 40.32 | 35.75 | |
| TIGONConditioning modality=Image, Output representation=3DGS2026.03 | 91.4 | 84.62 | — | — | |
| UniLat3DConditioning modality=Image, Output representation=3DGS2026.03 | 91.2 | 85.3 | — | — | |
| TRELLISConditioning modality=Image, Output representation=3DGS2026.03 | 90.5 | 98.75 | — | — | |
| TRELLISConditioning modality=Image, Output representation=Mesh2026.03 | 89.09 | 171.44 | 39.97 | 35.61 | |
| Hunyuan3D-2.1Conditioning modality=Image, Output representation=Mesh2026.03 | 87.57 | 171.91 | 40.22 | 35.7 | |
| TRELLISConditioning modality=Text, Output representation=Mesh2026.03 | 87.15 | 182.42 | 37.41 | 33.59 | |
| UniLat3DConditioning modality=Text, Output representation=Mesh2026.03 | 87.03 | 179.95 | 36.14 | 32.35 | |
| TIGONConditioning modality=Text, Output representation=3DGS2026.03 | 86.77 | 152.34 | — | — | |
| TRELLISConditioning modality=Text, Output representation=3DGS2026.03 | 86.3 | 148.21 | — | — | |
| UniLat3DConditioning modality=Text, Output representation=3DGS2026.03 | 86.14 | 154.88 | — | — | |
| Step1X-3DConditioning modality=Image, Output representation=Mesh2026.03 | 84.77 | 361.44 | 34.15 | 30.04 | |
| TripoSRConditioning modality=Image, Output representation=Mesh2026.03 | 83.14 | 596.44 | 27.37 | 24.38 | |
| Direct3D-S2Conditioning modality=Image, Output representation=Mesh2026.03 | — | — | 33.47 | 29.29 | |
| Stable3DGenConditioning modality=Image, Output representation=Mesh2026.03 | — | — | 35.52 | 31.76 |