3D Object Extraction on LLFF
98.6AccuracyBEA-GS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BEA-GSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.6 | 93 | 80.7 | |
| UniLiftEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.5 | 92.3 | 81.7 | |
| COB-GSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.5 | 92.3 | 81.5 | |
| InstaScene*Evaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.5 | 92.2 | 67.2 | |
| BEA-GSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.5 | 92.4 | 82.9 | |
| FlashsplatEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.4 | 91.8 | 76.5 | |
| ILGSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.4 | 91.7 | 74 | |
| FlashsplatEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.3 | 91.2 | 78.4 | |
| COB-GSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 98.3 | 91.4 | 75.1 | |
| GaussCutEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.2 | 91.1 | 78.4 | |
| Trace3DEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.2 | 90.4 | 77.5 | |
| ObjectGSEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98.2 | 90.2 | 73.4 | |
| GaussGroupEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 98 | 89 | 71.8 | |
| Dr. SplatEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 97.9 | 88.4 | 73.1 | |
| SAGDEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 97.9 | 87.6 | 74.7 | |
| Trace3DEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 97.3 | 86.1 | 60.1 | |
| GaussCutEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 96.8 | 85.8 | 64.1 | |
| InstaScene*Evaluation Protocol=Extracted 3D Metrics [41]2026.05 | 96.8 | 88.1 | 73.9 | |
| Dr. SplatEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 96 | 81.7 | 61.7 | |
| SAGDEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 95.9 | 79.2 | 55.5 | |
| ObjectGSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 93.7 | 71.9 | 49.8 | |
| GaussGroupEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 92.2 | 73.9 | 49.6 | |
| UniLiftEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 90.8 | 70.1 | 47 | |
| OpenGaussEvaluation Protocol=Rendered 3D Metrics [17]2026.05 | 85.4 | 71.9 | 60.4 | |
| OpenGaussEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 84.5 | 65.1 | 46.5 | |
| ILGSEvaluation Protocol=Extracted 3D Metrics [41]2026.05 | 81 | 50.5 | 29.3 |