3D Graphic Editing on BlenderGym
13.51PL (Blend Shape)VIGA
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VIGABackbone=Qwen3-VL-8B, Setting=best-of-12026.01 | 13.51 | 27.07 | 10.07 | 28.12 | 9.15 | 12.24 | 2.33 | 2.58 | 6.43 | 11.53 | 22.64 | |
| Qwen3-VL-8BSetting=VIGA2026.01 | 13.51 | 27.07 | 10.07 | 28.12 | 9.15 | 12.24 | 2.33 | 2.58 | 6.43 | 11.53 | 22.64 | |
| BlenderAlchemyBackbone=Qwen3-VL-8B, Setting=best-of-12026.01 | 12.11 | 31.5 | 13.86 | 39.47 | 9.62 | 14.47 | 5.22 | 6.44 | 6.62 | 16.98 | 5.81 | |
| BlenderAlchemyBackbone=Qwen3-VL-8B, Setting=best-of-42026.01 | 9.2 | 19.6 | 13.07 | 36.34 | 9.24 | 12.62 | 3.68 | 4.23 | 4.42 | 17.12 | 23.23 | |
| Claude-Sonnet-4Setting=One-Shot2026.01 | 8.07 | 19.92 | 11.62 | 42.55 | 24.73 | 32.52 | 2.13 | 2.26 | 10.51 | 18.21 | — | |
| GPT-4oSetting=One-Shot2026.01 | 7.94 | 19.96 | 11.86 | 29.31 | 18.12 | 24.91 | 2.06 | 2.17 | 8.78 | 15.25 | — | |
| GPT-4oSetting=One-Shot2026.01 | 7.94 | 19.96 | 11.86 | 29.31 | 18.12 | 24.91 | 2.06 | 2.17 | 8.78 | 15.25 | — | |
| BlenderAlchemyBackbone=GPT-4o, Setting=best-of-12026.01 | 7.82 | 20.19 | 11.57 | 28.07 | 15.58 | 20.61 | 1.44 | 1.82 | 7.22 | 12.05 | 12.33 | |
| Qwen3-VL-8BSetting=One-Shot2026.01 | 7.76 | 21.78 | 14.1 | 41.44 | 11.65 | 14.02 | 12.12 | 12.3 | 9.83 | 17.16 | — | |
| Qwen3-VL-8BSetting=One-Shot2026.01 | 7.76 | 21.78 | 14.1 | 41.44 | 11.65 | 14.02 | 12.12 | 12.3 | 9.83 | 17.16 | — | |
| Gemini-2.5-ProSetting=VIGA2026.01 | 7.62 | 11.73 | 10.63 | 21.11 | 9.84 | 9.71 | 0.94 | 1.15 | 2.15 | 4.96 | 47.36 | |
| VIGABackbone=Qwen3-VL-8B, Setting=best-of-42026.01 | 7.2 | 17.97 | 9.92 | 24.28 | 8.69 | 10.08 | 1.89 | 2.53 | 3.06 | 9.3 | 42.88 | |
| Gemini-2.5-ProSetting=One-Shot2026.01 | 7.01 | 17.62 | 12.39 | 37.83 | 30.73 | 39.97 | 1.95 | 2.42 | 9.28 | 15.33 | — | |
| Claude-Sonnet-4Setting=VIGA2026.01 | 6.83 | 16.16 | 11.54 | 32.66 | 16.22 | 21.23 | 0.75 | 1.24 | 5.28 | 9.46 | 33.7 | |
| VIGABackbone=GPT-4o, Setting=best-of-12026.01 | 6.7 | 16.7 | 9.89 | 26.87 | 11.82 | 15.76 | 1.43 | 1.41 | 6.11 | 9.39 | 26.88 | |
| GPT-4oSetting=VIGA2026.01 | 6.7 | 16.7 | 9.89 | 26.87 | 11.82 | 15.76 | 1.43 | 1.41 | 6.11 | 9.39 | 26.88 | |
| BlenderAlchemyBackbone=GPT-4o, Setting=best-of-42026.01 | 5.78 | 17.19 | 10.29 | 25.58 | 9.47 | 11.68 | 0.97 | 1.23 | 9.47 | 12.2 | 27.63 | |
| VIGABackbone=GPT-4o, Setting=best-of-42026.01 | 5.45 | 13.08 | 9.76 | 17.48 | 7.38 | 7.36 | 0.7 | 1.01 | 3.04 | 7.63 | 48.86 |