DiagSplat · NeRF On-the-go · official Fountain split

Fountain transient suppression

168 train / 17 held-out test,504×378(官方 8× downsample)。Mask 只由 train 图生成,test 从未进入诊断、选框或边界细化。三种本地方法统一用同一 17 张 GT 重算指标。

本地统一评测

methodPSNR ↑SSIM ↑LPIPS-VGG ↓
Raw 3DGS19.7160.66320.2343
WildGaussians21.0020.67570.2453
DiagSplat mask route20.7210.68310.2138

PSNR、Graphdeco 11×11 SSIM、LPIPS-VGG 均逐图计算后平均。Wild 官方结果使用 LPIPS-Alex,因此这里为公平比较重新计算,数值不应与其原始 LPIPS 列直接混用。完整逐视角 JSON · mask 构造与中间审计

Shared trajectory video

同一 COLMAP train-camera spline,Raw / Wild / DiagSplat 三路逐帧同步。该视频是 novel-view 诊断,不参与定量指标。

trajectory.json · camera path

较新工作的 Fountain 数字(统一 paper-local cohort)

methodPSNR ↑SSIM ↑LPIPS ↓status
3DGS19.95.652.154paper-reported; not run here
WildGaussians20.93.680.175paper-reported; not run here
DeSplat20.31.675.166paper-reported; not run here
SpotLessSplats20.69.656.179paper-reported; not run here
DeGauss20.74.677.149paper-reported; not run here
RobustSplat21.19.711.127paper-reported; not run here
DualSplat21.28.706.130paper-reported; not run here

整组来自 DualSplat Table 2,用于给结果定位;这些方法没有在本服务器复跑,且该表的 paper-local evaluator 与上面的本地 LPIPS-VGG 不应逐小数点直接排名。原始 NeRF On-the-go Fountain 报告为 20.11 / .609 / .314(CVPR 2024 paper)。

17 held-out views

点击任意图打开原分辨率。

IMG_6385

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6386

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6387

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6388

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6389

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6390

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6391

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6392

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6562

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6563

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6564

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6565

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6566

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6567

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6568

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6570

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route

IMG_6571

held-out GT
Raw 3DGS
WildGaussians
DiagSplat mask route