3D scene reconstruction on DeepBlending
30.24PSNRSizeGS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SizeGS2025.05 | 30.24 | 90.3 | 0.271 | 7.92 | |
| Scaffold-GS2025.05 | 30.21 | 90.6 | 0.254 | 66 | |
| SHTC2025.05 | 30.19 | 90.3 | 0.272 | 2.49 | |
| LocoGS2025.05 | 30.17 | 90.6 | 0.244 | 13.39 | |
| HAC++2025.05 | 30.16 | 90.7 | 0.266 | 2.91 | |
| FP-Net2025.05 | 30.14 | 90.6 | 0.274 | 3.46 | |
| Context-GS2025.05 | 30.11 | 90.7 | 0.258 | 3.45 | |
| FP-GS2025.05 | 30.05 | 90.6 | 0.266 | 3.91 | |
| HAC2025.05 | 29.98 | 90.2 | 0.269 | 4.35 | |
| NeuralGS2025.05 | 29.91 | 90.6 | 0.254 | 12.98 | |
| Navaneet et al.2025.05 | 29.9 | 90.7 | 0.251 | 13.5 | |
| CodecGS2025.05 | 29.82 | 90.7 | 0.251 | 8.62 | |
| Compact3DGS2025.05 | 29.79 | 90.1 | 0.258 | 43.21 | |
| EAGLES2025.05 | 29.72 | 90.6 | 0.249 | 52.34 | |
| CompGS2025.05 | 29.69 | 90.1 | 0.279 | 8.77 | |
| Reduced3DGS2025.05 | 29.63 | 90.2 | 0.249 | 18 | |
| RDOGaussian2025.05 | 29.63 | 90.2 | 0.252 | 18 | |
| FCGSbitrate=high rate2025.05 | 29.58 | 89.9 | 0.248 | 54.5 | |
| MesonGS2025.05 | 29.51 | 90.1 | 0.251 | 24.76 | |
| 3DGS2025.05 | 29.42 | 89.9 | 0.247 | 663.9 | |
| Ours30KTrain=36m 2s, FPS=137, Memory=676MB2026.02 | 29.41 | 90.3 | 0.243 | — | |
| Mip-NeRF360Train=48h, FPS=0.09, Memory=8.6MB2026.02 | 29.4 | 90.1 | 0.245 | — | |
| Compressed3D2025.05 | 29.38 | 89.8 | 0.253 | 25.3 | |
| FCGSbitrate=low rate2025.05 | 29.27 | 89.3 | 0.257 | 30.1 | |
| SOG2025.05 | 29.12 | 89.2 | 0.27 | 5.7 | |
| PUP 3D-GS2025.05 | 28.85 | 88.1 | 0.302 | 69.92 | |
| FlexGaussian2025.05 | 28.61 | 88.4 | 0.269 | 25.48 | |
| Ours7KTrain=4m 35s, FPS=172, Memory=386MB2026.02 | 27.78 | 87.5 | 0.317 | — | |
| LightGaussian2025.05 | 27.01 | 87.2 | 0.308 | 33.94 | |
| Instant-NGP (Base)Train=6m 31s, FPS=3.26, Memory=13MB2026.02 | 23.62 | 79.7 | 0.423 | — |