3D Segmentation on Mip-NeRF 360
97mIoUSA3D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SA3DScene=Kitchen2026.01 | 97 | 99.6 | |
| SANeRF-HQScene=Garden(without vase)2026.01 | 95.2 | 99.1 | |
| SANeRF-HQScene=Room(chair)2026.01 | 95.2 | 99.9 | |
| DivASScene=Garden(without vase), Protocol=Fibonacci2026.01 | 94.3 | 99 | |
| DivASScene=Garden(with vase), Protocol=Fibonacci2026.01 | 93.6 | 98.8 | |
| SANeRF-HQScene=Garden(with vase)2026.01 | 92.8 | 98.8 | |
| DivASScene=Bonsai, Protocol=Fibonacci2026.01 | 92 | 99.1 | |
| DivASScene=Kitchen, Protocol=Fibonacci2026.01 | 91.7 | 98.8 | |
| SANeRF-HQScene=Mean2026.01 | 91.3 | 99 | |
| DivASScene=Mean, Protocol=Fibonacci2026.01 | 91.3 | 99.1 | |
| SA3DScene=Bonsai2026.01 | 91.2 | 99.1 | |
| SANeRF-HQScene=Bonsai2026.01 | 90.6 | 98.9 | |
| SA3DScene=Garden(without vase)2026.01 | 90.3 | 98.2 | |
| SANeRF-HQScene=Counter(flowerpot)2026.01 | 90.2 | 99.4 | |
| DivASScene=Counter(flowerpot), Protocol=Fibonacci2026.01 | 89 | 99.3 | |
| DivASScene=Room(chair), Protocol=Fibonacci2026.01 | 87 | 99.6 | |
| SANeRF-HQScene=Kitchen2026.01 | 83.6 | 97.8 | |
| SA3DScene=Room(chair)2026.01 | 83.1 | 97.7 | |
| SA3DScene=Mean2026.01 | 79 | 97.5 | |
| SA3DScene=Garden(with vase)2026.01 | 75.8 | 95.4 | |
| LangSVR2026.02 | 71.2 | 89.4 | |
| LangSplatV2method_type=two-stage2026.02 | 69.4 | 81.8 | |
| GAGSmethod_type=two-stage2026.02 | 64.5 | 88.7 | |
| CF32026.02 | 59.2 | 83.9 | |
| GOImethod_type=two-stage2026.02 | 58.5 | 68.9 | |
| LangSplatmethod_type=two-stage2026.02 | 54.7 | 73.1 | |
| SVRasterfeature_extraction=lifting fine-grained features to 3D primitives2026.02 | 49.7 | 70 | |
| GS-Grouping2026.02 | 49.1 | 65 | |
| 3DGSfeature_extraction=lifting fine-grained features to 3D primitives2026.02 | 47.8 | 79.5 | |
| SA3DScene=Counter(flowerpot)2026.01 | 36.4 | 95.2 | |
| LEGaussians2026.02 | 29.1 | 65.2 |