4D Scene Segmentation on Neural3DV
96.67mIoU (coffee_martini)Inst4DGS
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Inst4DGS2026.03 | 96.67 | — | — | — | — | — | 99.8 | 94.2 | 99.54 | 97.6 | 99.64 | 95.91 | 99.09 | 95.19 | 99.68 | |
| TRASE2026.03 | 91.2 | — | — | — | — | — | 99.48 | 91.29 | 99.51 | 91.03 | 99.47 | 87.16 | 99.3 | 90.44 | 99.47 | |
| SA4D2026.03 | 85.83 | — | — | — | — | — | 99.1 | 89.87 | 99.41 | 86.45 | 99.14 | 88.98 | 99.4 | 90.47 | 99.48 | |
| CGC2026.03 | 83.59 | — | — | — | — | — | 98.95 | 90.34 | 99.45 | 90.52 | 99.43 | 85.3 | 99.2 | 87.94 | 99.34 | |
| GaussianGrouping2026.03 | 82.95 | — | — | — | — | — | 98.9 | 89.74 | 99.41 | 95.12 | 99.72 | 82.79 | 99 | 92.61 | 99.59 | |
| OpenGaussian2026.03 | 82.54 | — | — | — | — | — | 98.96 | 63.36 | 97.98 | 91.15 | 99.51 | 81.99 | 99.07 | 89.86 | 99.43 | |
| DGD2026.03 | 78.75 | — | — | — | — | — | 98.65 | 81.5 | 98.83 | 81.7 | 98.77 | 67.71 | 97.76 | 76.38 | 98.54 | |
| SAGA2026.03 | 22.01 | — | — | — | — | — | 80.81 | 81.25 | 98.81 | 69.82 | 97.67 | 84.39 | 99.11 | 89.59 | 99.41 | |
| DGD2025.12 | — | 46 | 98.2 | 77.3 | 59.5 | 62.7 | — | — | — | — | — | — | — | — | — | |
| OmniSeg3D2025.12 | — | 70 | 99.6 | 94.8 | 80.7 | 79.7 | — | — | — | — | — | — | — | — | — | |
| SA4D2025.12 | — | 66.8 | 98.7 | 86.1 | 75.9 | 81.2 | — | — | — | — | — | — | — | — | — | |
| SADG2025.12 | — | 64.9 | 98.5 | 82.7 | 74.4 | 81.3 | — | — | — | — | — | — | — | — | — | |
| Split4D2025.12 | — | 80.1 | 99.8 | 90.3 | 87 | 83.3 | — | — | — | — | — | — | — | — | — |