NVIDIA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | NVIDIA | PSNR27.81 | 20 | |
| Novel View Synthesis | NVIDIA (test) | PSNR27.73 | 15 | |
| Radiance Reconstruction | Nvidia dataset | PSNR25.197 | 4 | |
| Monocular dynamic scene reconstruction | NVIDIA dataset | PSNR26.58 | 3 | |
| Semantic Segmentation | Nvidia dataset | mIoU51 | 3 | |
| Novel View Synthesis | NVIDIA dataset 2020 | PSNR26.93 | 2 | |
| Novel View Synthesis | Nvidia monocular | PSNR26.65 | 2 | |
| Multi-Query Attention (MQA) | NVIDIA A100 GPU | TFLOPS211.4 | 2 |
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