Novel View Synthesis on DL3DV (140 scenes)
27.7PSNRReSplat
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ReSplatCategory=Feed-Forward, #Iterations=42025.10 | 27.7 | 86.8 | 0.16 | 246 | 0.816 | 0.0007 | |
| ReSplatCategory=Feed-Forward, #Iterations=32025.10 | 27.65 | 86.7 | 0.161 | 246 | 0.689 | 0.0007 | |
| ReSplatCategory=Feed-Forward, #Iterations=22025.10 | 27.51 | 86.5 | 0.163 | 246 | 0.563 | 0.0007 | |
| ReSplatCategory=Feed-Forward, #Iterations=12025.10 | 27.15 | 85.9 | 0.169 | 246 | 0.437 | 0.0007 | |
| LGTMBaseline=DepthSplat, Render Resolution=1920×1024 (2K), Primitive Resolution=960×512, Texture Size=2×2, Two-view setting=true2026.03 | 26.218 | 0.832 | 0.159 | — | — | — | |
| ReSplatCategory=Feed-Forward, #Iterations=02025.10 | 26.21 | 84.2 | 0.185 | 246 | 0.311 | 0.0007 | |
| 2DGSBaseline=DepthSplat, Render Resolution=1920×1024 (2K), Primitive Resolution=960×512, Two-view setting=true2026.03 | 25.967 | 0.823 | 0.164 | — | — | — | |
| 3DGSBaseline=DepthSplat, Render Resolution=1920×1024 (2K), Primitive Resolution=960×512, Two-view setting=true2026.03 | 25.705 | 0.826 | 0.161 | — | — | — | |
| LGTMBaseline=NoPoSplat, Render Resolution=1024×576 (1K), Primitive Resolution=512×288, Texture Size=2×2, Two-view setting=true2026.03 | 25.606 | 0.816 | 0.213 | — | — | — | |
| LGTMBaseline=DepthSplat, Render Resolution=3840×2048 (4K), Primitive Resolution=960×512, Texture Size=4×4, Two-view setting=true2026.03 | 25.508 | 0.827 | 0.17 | — | — | — | |
| LGTMBaseline=NoPoSplat, Render Resolution=2048×1152 (2K), Primitive Resolution=512×288, Texture Size=4×4, Two-view setting=true2026.03 | 25.328 | 0.81 | 0.176 | — | — | — | |
| 3DGSBaseline=DepthSplat, Render Resolution=3840×2048 (4K), Primitive Resolution=960×512, Two-view setting=true2026.03 | 24.74 | 0.801 | 0.21 | — | — | — | |
| 2DGSBaseline=DepthSplat, Render Resolution=3840×2048 (4K), Primitive Resolution=960×512, Two-view setting=true2026.03 | 24.715 | 0.794 | 0.198 | — | — | — | |
| LGTMBaseline=NoPoSplat, Render Resolution=4096×2304 (4K), Primitive Resolution=512×288, Texture Size=8×8, Two-view setting=true2026.03 | 24.489 | 0.803 | 0.2 | — | — | — | |
| DepthSplatCategory=Feed-Forward, #Iterations=02025.10 | 24.17 | 81.5 | 0.208 | 3,932 | 0.19 | 0.003 | |
| 3DGSBaseline=NoPoSplat, Render Resolution=1024×576 (1K), Primitive Resolution=512×288, Two-view setting=true2026.03 | 24.131 | 0.747 | 0.297 | — | — | — | |
| 3DGSBaseline=NoPoSplat, Render Resolution=2048×1152 (2K), Primitive Resolution=512×288, Two-view setting=true2026.03 | 23.814 | 0.737 | 0.292 | — | — | — | |
| 2DGSBaseline=NoPoSplat, Render Resolution=1024×576 (1K), Primitive Resolution=512×288, Two-view setting=true2026.03 | 23.569 | 0.736 | 0.26 | — | — | — | |
| 3DGSCategory=Optimization, #Iterations=40002025.10 | 23.46 | 77 | 0.224 | 359 | 70 | 0.0009 | |
| 2DGSBaseline=NoPoSplat, Render Resolution=2048×1152 (2K), Primitive Resolution=512×288, Two-view setting=true2026.03 | 23.427 | 0.731 | 0.262 | — | — | — | |
| 3DGSCategory=Optimization, #Iterations=30002025.10 | 23.42 | 77 | 0.232 | 283 | 50 | 0.0008 | |
| 3DGSCategory=Optimization, #Iterations=20002025.10 | 23.18 | 76.3 | 0.269 | 137 | 31 | 0.0005 | |
| 3DGSBaseline=NoPoSplat, Render Resolution=4096×2304 (4K), Primitive Resolution=512×288, Two-view setting=true2026.03 | 23.022 | 0.753 | 0.351 | — | — | — | |
| MVSplatCategory=Feed-Forward, #Iterations=02025.10 | 22.49 | 76.4 | 0.261 | 3,932 | 0.129 | 0.003 | |
| 2DGSBaseline=NoPoSplat, Render Resolution=4096×2304 (4K), Primitive Resolution=512×288, Two-view setting=true2026.03 | 22.198 | 0.737 | 0.322 | — | — | — | |
| 3DGSCategory=Optimization, #Iterations=10002025.10 | 20.36 | 66.7 | 0.448 | 9 | 15 | 0.0001 |