Novel-view reconstruction on HyperNeRF 4D LangSplat (test)
94Americano ScoreDeformable-3DGS
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Deformable-3DGSResolution=2x, Category=reconstruction-only2026.03 | 94 | — | — | — | — | 84 | 92 | 92 | 95 | 91 | 91 | |
| SC-GSResolution=2x, Category=reconstruction-only2026.03 | 93 | — | — | — | — | 84 | 92 | 92 | 94 | 90 | 91 | |
| 4D Synchronized FieldsResolution=2x, Category=synchronized2026.03 | 91 | — | — | — | — | 80 | 92 | 92 | 94 | 87 | 89 | |
| MotionGSResolution=2x, Category=motion-aware2026.03 | 91 | — | — | — | — | 83 | 91 | 90 | 91 | 89 | 89 | |
| 4D LangSplatResolution=2x, Category=language-grounded2026.03 | 87 | — | — | — | — | 78 | 85 | 87 | 81 | 84 | 84 | |
| 4DGaussiansResolution=2x, Category=reconstruction-only2026.03 | 86 | — | — | — | — | 82 | 90 | 89 | 88 | 86 | 87 | |
| LERFResolution=2x, Category=language-grounded2026.03 | 67 | — | — | — | — | 74 | 88 | 83 | 60 | 75 | 75 | |
| 3DGSResolution=2x, Category=reconstruction-only2026.03 | 67 | — | — | — | — | 74 | 81 | 74 | 71 | 76 | 74 | |
| LangSplatResolution=2x, Category=language-grounded2026.03 | 63 | — | — | — | — | 73 | 80 | 72 | 68 | 76 | 72 | |
| LeGaussiansResolution=2x, Category=language-grounded2026.03 | 63 | — | — | — | — | 73 | 80 | 72 | 68 | 75 | 72 | |
| 3DGSResolution=2x, Category=reconstruction-only2026.03 | 61.8 | — | — | — | — | 63.8 | 56.9 | 63 | 62.5 | 59.2 | 61.2 | |
| LeGaussiansResolution=2x, Category=language-grounded2026.03 | 58.7 | — | — | — | — | 61.5 | 56 | 60.9 | 59.5 | 57.5 | 59 | |
| LangSplatResolution=2x, Category=language-grounded2026.03 | 58.6 | — | — | — | — | 61.3 | 56.1 | 61 | 59.7 | 57.4 | 59 | |
| 4D LangSplatResolution=2x, Category=language-grounded2026.03 | 25.3 | — | — | — | — | 43.3 | 32.3 | 29.2 | 37.3 | 35.4 | 33.8 | |
| 4DGaussiansResolution=2x, Category=reconstruction-only2026.03 | 24.9 | — | — | — | — | 39.3 | 29.1 | 27.9 | 25.7 | 36.2 | 30.5 | |
| 4D Synchronized FieldsResolution=2x, Category=synchronized2026.03 | 16.1 | — | — | — | — | 37.2 | 24.9 | 20.5 | 14.4 | 28.4 | 23.6 | |
| MotionGSResolution=2x, Category=motion-aware2026.03 | 15.8 | — | — | — | — | 38.1 | 28 | 21 | 18.2 | 29.3 | 25.1 | |
| LERFResolution=2x, Category=language-grounded2026.03 | 14.1 | — | — | — | — | 29.3 | 15.6 | 16.5 | 21.3 | 29 | 21 | |
| SC-GSResolution=2x, Category=reconstruction-only2026.03 | 12.1 | — | — | — | — | 35.3 | 26.4 | 18.6 | 11.6 | 25.8 | 21.6 | |
| Deformable-3DGSResolution=2x, Category=reconstruction-only2026.03 | 11.3 | — | — | — | — | 32 | 24.9 | 18 | 10.4 | 22.5 | 19.8 |