Update README.md

README.md

@@ -110,6 +110,55 @@ python render.py -m <path to trained model> # Generate renderings
 python metrics.py -m <path to trained model> # Compute error metrics on renderings
 ```
 
+
+## Results
+
+### Mip-NeRF360
+
+| Method          | PSNR ↑    | SSIM ↑    | LPIPS ↓   | #GS(k)/Mem     |
+| --------------- | --------- | --------- | --------- | -------------- |
+| Mip-NeRF360     | 27.69     | 0.792     | 0.237     | -              |
+| 2D-GS           | 26.93     | 0.800     | 0.251     | _397_/440.8M   |
+| 3D-GS           | 27.54     | 0.815     | 0.216     | 937/786.7M     |
+| Mip-Splatting   | 27.61     | _0.816_   | _0.215_   | 1013/838.4M    |
+| Scaffold-GS     | _27.90_   | 0.815     | 0.220     | 666/_197.5M_   |
+| Anchor-2D-GS    | 26.98     | 0.801     | 0.241     | 547/392.7M     |
+| Anchor-3D-GS    | 27.59     | 0.815     | 0.220     | 707/492.0M     |
+| Our-2D-GS       | 27.02     | 0.801     | 0.241     | **397**/371.6M |
+| Our-3D-GS       | 27.65     | 0.815     | 0.220     | 504/418.6M     |
+| Our-Scaffold-GS | **28.05** | **0.819** | **0.214** | 657/**139.6M** |
+
+### Tanks and Temples
+
+| Method                   | PSNR ↑  | SSIM ↑  | LPIPS ↓  | #GS(k)/Mem      |
+|--------------------------|---------|---------|----------|-----------------|
+| Mip-NeRF360              | 23.14   | 0.841   | 0.183    | -               |
+| 2D-GS                    | 23.25   | 0.830   | 0.212    | _352_/204.4M    |
+| 3D-GS                    | 23.91   | 0.852   | 0.172    | 765/430.1M      |
+| Mip-Splatting            | 23.96   | 0.856   | 0.171    | 832/500.4M      |
+| Scaffold-GS              | _24.48_ | _0.864_ | _0.156_  | 626/_167.5M_    |
+| Anchor-2D-GS             | 23.52   | 0.835   | 0.199    | 465/279.0M      |
+| Anchor-3D-GS             | 24.02   | 0.847   | 0.184    | 572/349.2M      |
+| Our-2D-GS                | 23.62   | 0.842   | 0.187    | **330**/191.2M  |
+| Our-3D-GS                | 24.17   | 0.858   | 0.161    | 424/383.9M      |
+| Our-Scaffold-GS          | **24.68** | **0.866** | **0.153** | 443/**88.5M**   |
+
+### DeepBlending
+
+| Method                   | PSNR ↑  | SSIM ↑  | LPIPS ↓  | #GS(k)/Mem      |
+|--------------------------|---------|---------|----------|-----------------|
+| Mip-NeRF360              | 29.40   | 0.901   | 0.245    | -               |
+| 2D-GS                    | 29.32   | 0.899   | 0.257    | 196/335.3M      |
+| 3D-GS                    | 29.46   | 0.903   | 0.242    | 398/705.6M      |
+| Mip-Splatting            | 29.56   | 0.901   | 0.243    | 410/736.8M      |
+| Scaffold-GS              | _30.28_ | _0.909_ | **0.239** | 207/_125.5M_    |
+| Anchor-2D-GS             | 29.35   | 0.896   | 0.264    | 162/289.0M      |
+| Anchor-3D-GS             | 29.66   | 0.899   | 0.260    | 150/272.9M      |
+| Our-2D-GS                | 29.44   | 0.897   | 0.264    | _84_/202.3M     |
+| Our-3D-GS                | 29.65   | 0.901   | 0.257    | **79**/180.0M   |
+| Our-Scaffold-GS          | **30.49** | **0.912** | _0.241_ | 112/**71.7M**   |
+
+
 ## Viewer
 
 The SIBR viewers is coming soon.