3D Object Extraction on Mip-NeRF 360
99.2AccBEA-GS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BEA-GSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.2 | 89.8 | 85.3 | |
| GaussCutEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.1 | 88.7 | 82.9 | |
| COB-GSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.1 | 88.5 | 83.8 | |
| BEA-GSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 99.1 | 92 | 85.8 | |
| GaussGroupEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.9 | 87.8 | 79.3 | |
| InstaScene*Evaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.9 | 85.1 | 77.5 | |
| ObjectGSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.9 | 86.8 | 80.9 | |
| FlashsplatEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.8 | 84.2 | 78.1 | |
| FlashsplatEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.7 | 87.4 | 78.6 | |
| ILGSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.7 | 83.2 | 68.5 | |
| Trace3DEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.7 | 82.9 | 75.6 | |
| Dr. SplatEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.6 | 82.3 | 72.4 | |
| Trace3DEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.6 | 87.1 | 75.4 | |
| COB-GSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.5 | 86.9 | 78 | |
| UniLiftEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.3 | 79.9 | 72.5 | |
| InstaScene*Evaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.3 | 86.3 | 77.3 | |
| GaussCutEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 97.5 | 81.3 | 67.3 | |
| SAGDEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 97.3 | 62.1 | 56.2 | |
| SAGDEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 96.9 | 65.6 | 56.5 | |
| ObjectGSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 96.4 | 76.7 | 61.3 | |
| Dr. SplatEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 95.8 | 67.1 | 53.6 | |
| GaussGroupEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 92 | 58.8 | 44.7 | |
| OpenGaussEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 83.9 | 58.5 | 51.3 | |
| UniLiftEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 77.5 | 40.8 | 30.6 | |
| OpenGaussEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 71.6 | 30 | 16.9 | |
| ILGSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 65.8 | 21.6 | 12.1 |