| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Mip-NeRF360 | image smoothing | Training Time (min)13.98 | 43 | 1mo ago | |
| ShapeNet Cars | Instant-NGP | Total Training Time (days)5.2 | 40 | 1mo ago | |
| DeepBlending | SizeGS | PSNR30.24 | 30 | 1mo ago | |
| 7-scenes (test) | SimRec | Accuracy8 | 27 | 1mo ago | |
| Tank&Temples | SHTC | PSNR24.34 | 26 | 1mo ago | |
| ScanNet V2 (test) | NeRF | Accuracy0.735 | 26 | 1mo ago | |
| Tanks-and-Temples | image smoothing | Training Time (min)9.63 | 25 | 1mo ago | |
| NeRF-Synthetic | Training Time (min)6.41 | 25 | 1mo ago | ||
| DTU | GSM-GS | Chamfer Distance (Scan 24)0.34 | 17 | 1mo ago | |
| RE10K (test) | GaussFusion | LPIPS17.5 | 15 | 22d ago | |
| MipNeRF360 Indoor (test) | Mip-NeRF 360 | PSNR31.72 | 15 | 1mo ago | |
| DL3DV (test) | S2D | LPIPS0.26 | 14 | 22d ago | |
| Replica | PHYRECON | CD3.68 | 14 | 1mo ago | |
| NeRF Synth | NanoGS | PSNR25.81 | 12 | 1mo ago | |
| LERF average across four scenes | LangSVR | PSNR24.02 | 12 | 1mo ago | |
| ScanNet++ | PHYRECON | CD3.34 | 11 | 1mo ago | |
| MIP360 (test) | S2D | LPIPS0.35 | 9 | 1mo ago | |
| ScanNet Matterport3D Pix3D | DepR | Runtime (s)1.2 | 9 | 1mo ago | |
| 3D-FRONT | InstPIFu | F Value1,942,029 | 9 | 1mo ago | |
| Mip-NeRF360 average across four scenes | LangSVR | PSNR29.87 | 9 | 1mo ago | |
| NeRF Synthetic Lego | PCGS | PSNR35.7 | 9 | 1mo ago | |
| NeRF Synthetic Hotdog | PCGS | PSNR37.88 | 9 | 1mo ago | |
| ScanNet | NeuS | Accuracy14.3 | 9 | 1mo ago | |
| HouseCat6D | MOD | IoU45.8 | 8 | 1mo ago | |
| GraspNet-1B | MOD | IoU37.7 | 8 | 1mo ago |
