3D Object Extraction on LeRF
99.8AccuracyGaussGroup
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GaussGroupEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.8 | 86.7 | 80.9 | |
| ObjectGSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.8 | 89.6 | 86.7 | |
| BEA-GSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.8 | 92 | 88.5 | |
| UniLiftEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.7 | 68.8 | 64.4 | |
| COB-GSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.7 | 86.5 | 81.9 | |
| Trace3DEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.7 | 88.3 | 83.1 | |
| InstaScene*Evaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.7 | 89.6 | 84 | |
| FlashsplatEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.6 | 80.3 | 75.9 | |
| ILGSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.6 | 73.8 | 66 | |
| OpenGaussEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.4 | 84.1 | 77.8 | |
| Dr. SplatEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 99.4 | 67.1 | 59.9 | |
| BEA-GSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 99.2 | 89.4 | 83.6 | |
| FlashsplatEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 99 | 80.4 | 72.5 | |
| InstaScene*Evaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.9 | 76.1 | 67.1 | |
| SAGDEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.9 | 72.5 | 67.3 | |
| COB-GSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.8 | 83 | 75.6 | |
| Dr. SplatEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.6 | 61.9 | 51.2 | |
| Trace3DEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.3 | 85.9 | 80.1 | |
| OpenGaussEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.2 | 67.1 | 57.1 | |
| ObjectGSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.1 | 69.1 | 58.5 | |
| SAGDEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 97.6 | 73.2 | 66 | |
| UniLiftEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 97 | 37.2 | 26.3 | |
| GaussCutEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 96.3 | 82.7 | 76.7 | |
| GaussCutEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 93.8 | 58.7 | 46.2 | |
| GaussGroupEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 93.1 | 30.2 | 19.1 | |
| ILGSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 84 | 17 | 9.6 |