3D Scene Editing on Curated Multi-Source Scenes (IN2N, Mip-NeRF 360, BlendedMVS, LLFF)
0.304CLIP SimilarityTransSplat
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TransSplatScene=Bear2026.04 | 0.304 | 0.252 | — | |
| DGEScene=Stone horse2026.04 | 0.292 | 0.2387 | — | |
| TransSplatScene=Stone horse2026.04 | 0.2906 | 0.1601 | — | |
| GaussctrlScene=Stone horse2026.04 | 0.2891 | 0.1248 | — | |
| DGEScene=Bear2026.04 | 0.2872 | 0.1814 | — | |
| EditSplatScene=Stone horse2026.04 | 0.2823 | 0.1706 | — | |
| EditSplatScene=Person2026.04 | 0.2652 | 0.2199 | — | |
| TransSplatScene=Person2026.04 | 0.2652 | 0.2037 | — | |
| TransSplatScene=Overall Average2026.04 | 0.2622 | 0.1649 | — | |
| DGEScene=Person2026.04 | 0.261 | 0.2313 | — | |
| GaussctrlScene=Bear2026.04 | 0.2583 | -0.0051 | — | |
| OursYear=20262026.04 | 0.2561 | 0.0874 | 0.7768 | |
| TransSplatScene=Face2026.04 | 0.2539 | 0.1365 | — | |
| GaussctrlScene=Garden2026.04 | 0.2493 | 0.1291 | — | |
| TransSplatScene=Bicycle2026.04 | 0.2469 | 0.149 | — | |
| TransSplatScene=Bonsai2026.04 | 0.2469 | 0.0669 | — | |
| EditSplatScene=Face2026.04 | 0.2464 | 0.1133 | — | |
| TransSplatScene=Fangzhou2026.04 | 0.2461 | 0.1913 | — | |
| EditSplatScene=Fangzhou2026.04 | 0.2445 | 0.1763 | — | |
| TransSplatScene=Garden2026.04 | 0.2441 | 0.1594 | — | |
| GaussctrlScene=Person2026.04 | 0.2436 | 0.1941 | — | |
| EditSplatScene=Overall Average2026.04 | 0.2396 | 0.1371 | — | |
| DGEYear=20242026.04 | 0.2384 | 0.0656 | 0.7501 | |
| EditSplatYear=20252026.04 | 0.2366 | 0.0612 | 0.7353 | |
| GaussctrlScene=Overall Average2026.04 | 0.2359 | 0.0956 | — | |
| GaussctrlScene=Fangzhou2026.04 | 0.2353 | 0.2069 | — | |
| DGEScene=Face2026.04 | 0.2345 | 0.0676 | — | |
| EditSplatScene=Garden2026.04 | 0.2294 | 0.1363 | — | |
| GaussCtrlYear=20242026.04 | 0.2287 | 0.0478 | 0.7278 | |
| ViP3DEYear=20262026.04 | 0.2278 | 0.0588 | 0.7488 | |
| EditSplatScene=Bear2026.04 | 0.2266 | 0.1539 | — | |
| DGEScene=Garden2026.04 | 0.2251 | 0.032 | — | |
| DGEScene=Overall Average2026.04 | 0.2251 | 0.0867 | — | |
| GaussctrlScene=Face2026.04 | 0.2188 | 0.1051 | — | |
| EditSplatScene=Bonsai2026.04 | 0.2164 | 0.0255 | — | |
| DGEScene=Bonsai2026.04 | 0.2101 | 0.0012 | — | |
| GaussctrlScene=Bonsai2026.04 | 0.2081 | -0.0258 | — | |
| EditSplatScene=Bicycle2026.04 | 0.2057 | 0.1013 | — | |
| GaussctrlScene=Bicycle2026.04 | 0.1847 | 0.0354 | — | |
| DGEScene=Bicycle2026.04 | 0.1555 | -0.0035 | — | |
| DGEScene=Fangzhou2026.04 | 0.1351 | -0.0552 | — |