Blender
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | Blender | PSNR33.24 | 60 | |
| Novel View Synthesis | Blender (test) | PSNR35.02 | 37 | |
| Novel View Synthesis | Blender Synthetic 8-view (test) | PSNR25.5 | 36 | |
| 3D Shape Reconstruction | Blender 8 scenes | ADE7.97 | 13 | |
| Novel View Synthesis | Blender 8 views | PSNR25.5 | 10 | |
| Novel View Synthesis | Blender x4 (8 views) (test) | PSNR24.19 | 10 | |
| Novel View Synthesis | Blender dataset | PSNR (Full Res)32.81 | 10 | |
| Depth Rendering | Blender (novel views) | Rendering Time0.013 | 8 | |
| Novel View Synthesis | Blender 1/8 Resolution (test) | PSNR28.67 | 8 | |
| Novel View Synthesis | Blender 1/4 Resolution (test) | PSNR31.85 | 8 | |
| Novel View Synthesis | Blender 1/2 Resolution (test) | PSNR34 | 8 | |
| Novel View Synthesis | Blender Full Resolution (test) | PSNR33.51 | 8 | |
| Batch View Selection | Blender (test) | PSNR27.89 | 7 | |
| Neural Radiance Field Reconstruction | Blender Dataset | PSNR35.02 | 7 | |
| 3D Scene Watermarking and Reconstruction | Blender | PSNR31.53 | 5 | |
| Novel View Synthesis | Blender 8 scenes | PSNR27.19 | 5 | |
| Normal Estimation | Blender (test) | MAE19.45 | 5 | |
| Novel View Synthesis | Blender 100x100 pixels downscaled (val) | Score (Materials)33.88 | 3 | |
| 3D Surface Reconstruction | Synthetic Blender (Case) | g2d Distance5.52 | 3 | |
| Novel View Synthesis | Multiscale Blender dataset 1/8 scale | Inference Time (s)0.065 | 3 | |
| Novel View Synthesis | Multiscale Blender 1/4 scale | Inference Time (s)0.28 | 3 | |
| Novel View Synthesis | Multiscale Blender dataset 1/2 scale | Inference Time (s)1.1 | 3 | |
| Object Selection | Blender (Leave-out set) | Accuracy99 | 2 | |
| Object Selection | Blender (train) | Accuracy1 | 2 | |
| Novel View Synthesis | Synthetic Blender | PSNR33.68 | 2 |
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