Deep Blending

Benchmarks

Task Name	Dataset Name	SOTA Result
Novel View Synthesis	Deep Blending	PSNR30.94	80
Novel View Synthesis	Deep Blending (test)	PSNR30.37	80
Novel View Synthesis	Deep Blending	FPS489	41
Novel View Synthesis	Deep Blending	SSIM91.2	32
Novel View Synthesis	Deep Blending official (test)	PSNR30.21	22
Novel View Synthesis	Deep Blending	PSNR30.48	21
Novel View Synthesis	Deep Blending	PSNR30.42	21
3D Scene Rendering	Deep-Blending	Average Peak GPU Memory (GB)3.69	15
Novel View Synthesis	Deep-Blending	PSNR30.07	15
Novel View Synthesis	Deep Blending	PSNR29.86	13
Novel View Synthesis	Deep Blending (avg over scenes)	PSNR30.27	12
Novel View Synthesis	Deep Blending average across all scenes	PSNR29.98	12
Novel View Synthesis	Deep Blending Playroom scene	PSNR30.91	11
Novel View Synthesis	Deep Blending DrJohnson scene	PSNR29.85	11
Novel View Synthesis	Deep Blending	PSNR30.18	11
Novel View Synthesis	Deep Blending 37 (test)	PSNR30.26	10
3D Reconstruction	Deep Blending (test)	PSNR30.37	10
3D Scene Reconstruction	Deep Blending Playroom	Time2.79	9
3D Scene Reconstruction	Deep Blending DrJohnson	Time3.16	9
Novel View Synthesis	Deep Blending	Average Peak GPU Memory (GB)3.88	8
3D reconstruction	Deep Blending	PSNR29.93	8
3D Scene Reconstruction	Deep Blending (test)	PSNR29.913	8
Novel View Synthesis	Deep Blending	PSNR30.5	8
Novel View Synthesis	Deep Blending	NGS (M)2.57	7
Importance score computation	Deep Blending	Computation Time (s)2.99	7

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