Dynamic Scene Reconstruction on N3DV (test)
32.66PSNRReCon-GS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ReCon-GSCategory=Online2026.01 | 32.66 | — | — | — | 0.957 | 440 | — | |
| 4DGVCategory=Offline2026.01 | 32.55 | — | — | — | — | 70 | — | |
| HPC w/o NNCCategory=Online, Quality Level=high2026.01 | 32.36 | — | — | — | 0.955 | 66 | — | |
| HPCCategory=Online, Quality Level=high2026.01 | 32.36 | — | — | — | 0.955 | 39 | — | |
| iFVCCategory=Online, Quality Level=high2026.01 | 32.35 | — | — | — | 0.953 | 99 | — | |
| StreamSTGSRepresentation type=3DGS-based, Storage (KB)=174, Train (s)=66.75, Decode (ms)=8.63, Render (ms)=10.00, FPS=1002026.06 | 32.3 | — | — | — | 0.9436 | — | 0.1474 | |
| Ours(3DGS)Representation type=3DGS-based, Storage (KB)=92.04, Train (s)=18.67, Decode (ms)=2.27, Render (ms)=9.35, FPS=1072026.06 | 32.26 | — | — | — | 0.9452 | — | 0.1388 | |
| HPC w/o NNCCategory=Online, Quality Level=low2026.01 | 32.22 | — | — | — | 0.953 | 59 | — | |
| QUEENCategory=Online, Quality Level=high2026.01 | 32.19 | — | — | — | 0.946 | 750 | — | |
| Ours-PT(3DGS)Representation type=3DGS-based, Storage (KB)=94, Train (s)=6.82, Decode (ms)=2.34, Render (ms)=9.52, FPS=1052026.06 | 32.17 | — | — | — | 0.9447 | — | 0.1405 | |
| ComGSCategory=Online, Quality Level=high2026.01 | 32.12 | — | — | — | — | 106 | — | |
| Ex4DGSCategory=Offline2026.01 | 32.11 | — | — | — | 0.94 | 383 | — | |
| 3DG-SCategory=Static, Streamable=false2024.03 | 32.08 | 47.1 | 8.3 | 390 | — | — | — | |
| STGCategory=Offline2026.01 | 32.05 | — | — | — | — | 666 | — | |
| Ours(ScaffoldGS)Representation type=Scaffold-GS-based, Storage (KB)=42.42, Train (s)=20.81, Decode (ms)=1.94, Render (ms)=11.32, FPS=88.272026.06 | 31.93 | — | — | — | 0.9448 | — | 0.1408 | |
| Ours-PT(ScaffoldGS)Representation type=Scaffold-GS-based, Storage (KB)=42.65, Train (s)=8.22, Decode (ms)=1.96, Render (ms)=11.42, FPS=87.62026.06 | 31.93 | — | — | — | 0.9446 | — | 0.1412 | |
| HPCCategory=Online, Quality Level=low2026.01 | 31.91 | — | — | — | 0.951 | 23 | — | |
| QUEENCategory=Online, Quality Level=low2026.01 | 31.89 | — | — | — | 0.946 | 680 | — | |
| ComGSCategory=Online, Quality Level=low2026.01 | 31.87 | — | — | — | — | 49 | — | |
| iFVCCategory=Online, Quality Level=low2026.01 | 31.84 | — | — | — | 0.95 | 63 | — | |
| QUEENRepresentation type=3DGS-based, Storage (KB)=20882, Train (s)=8.70, Decode (ms)=0.58, Render (ms)=3.98, FPS=2512026.06 | 31.79 | — | — | — | 0.9449 | — | 0.1415 | |
| GIFStreamCategory=Offline2026.01 | 31.75 | — | — | — | 0.938 | 33 | — | |
| HexPlaneCategory=Offline, Streamable=false2024.03 | 31.7 | 0.8 | 2.4 | 0.21 | — | — | — | |
| 3DGStreamCategory=Online2026.01 | 31.69 | — | — | — | 0.948 | 7,780 | — | |
| 3DGStreamCategory=Online, Streamable=true2024.03 | 31.67 | — | 0.2 | 215 | — | — | — | |
| 4DGCProCategory=Online, Quality Level=high2026.01 | 31.64 | — | — | — | 0.944 | 640 | — | |
| K-PlanesCategory=Offline, Streamable=false2024.03 | 31.63 | 1 | 0.8 | 0.15 | — | — | — | |
| 4DGCCategory=Online2026.01 | 31.58 | — | — | — | 0.943 | 500 | — | |
| 4DGCRepresentation type=3DGS-based, Storage (KB)=784, Train (s)=67.37, Decode (ms)=2.57, Render (ms)=12.66, FPS=792026.06 | 31.53 | — | — | — | 0.9412 | — | 0.1431 | |
| MEGACategory=Offline2026.01 | 31.49 | — | — | — | — | 83 | — | |
| iFVCRepresentation type=Scaffold-GS-based, Storage (KB)=114, Train (s)=15.75, Decode (ms)=68.24, Render (ms)=8.93, FPS=14.652026.06 | 31.38 | — | — | — | 0.9419 | — | 0.1357 | |
| HiCoMRepresentation type=3DGS-based, Storage (KB)=10704, Train (s)=10.35, Decode (ms)=0, Render (ms)=6.13, FPS=1632026.06 | 31.31 | — | — | — | 0.939 | — | 0.1475 | |
| HiCoMCategory=Online2026.01 | 31.17 | — | — | — | — | 900 | — | |
| HyperReelCategory=Offline, Streamable=false2024.03 | 31.1 | 1.2 | 1.8 | 2 | — | — | — | |
| MixVoxelsCategory=Offline, Streamable=false2024.03 | 30.8 | 1.7 | 0.27 | 16.7 | — | — | — | |
| PlenoxelsCategory=Static, Streamable=false2024.03 | 30.77 | 4,106 | 23 | 8.3 | — | — | — | |
| GIFStreamRepresentation type=Scaffold-GS-based, Storage (KB)=38.04, Train (s)=22.25, Decode (ms)=1.97, Render (ms)=10.31, FPS=972026.06 | 30.76 | — | — | — | 0.9368 | — | 0.147 | |
| 3DGStreamRepresentation type=3DGS-based, Storage (KB)=8205, Train (s)=17.07, Decode (ms)=6.51, Render (ms)=13.89, FPS=722026.06 | 30.73 | — | — | — | 0.9348 | — | 0.147 | |
| OR2Representation type=3DGS-based, Storage (KB)=8005, Train (s)=42.53, Decode (ms)=1.20, Render (ms)=7.46, FPS=1342026.06 | 30.73 | — | — | — | 0.9336 | — | 0.1577 | |
| NeRFPlayerCategory=Offline, Streamable=true2024.03 | 30.69 | 17.1 | 1.2 | 0.05 | — | — | — | |
| StreamRFCategory=Online, Streamable=true2024.03 | 30.68 | — | 0.25 | 8.3 | — | — | — | |
| 4DGCProCategory=Online, Quality Level=low2026.01 | 30.68 | — | — | — | 0.926 | 210 | — | |
| TeTriRFRepresentation type=3DGS-based, Storage (KB)=65.89, Train (s)=31.79, Decode (ms)=149.3, Render (ms)=653.59, FPS=1.532026.06 | 30.07 | — | — | — | 0.9003 | — | 0.2986 | |
| DyNeRFCategory=Offline, Streamable=false2024.03 | 29.58 | 0.1 | 260 | 0.02 | — | — | — | |
| I-NGPCategory=Static, Streamable=false2024.03 | 28.62 | 48.2 | 1.3 | 2.9 | — | — | — |