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SotA/Computer Vision/Novel View Synthesis

Novel View Synthesis

59 benchmarks1441 papers

Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.

See Wiki for more introductions.

The Synthesis method include: NeRF, MPI and so on.

<span style="color:grey; opacity: 0.6">( Image credit: Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence )</span>

Benchmarks

Novel View Synthesis on LLFF

PSNR SSIM LPIPS

Novel View Synthesis on Mip-NeRF 360

LPIPS PSNR SSIM Size (MB)

Novel View Synthesis on NeRF

PSNR SSIM LPIPS Average PSNR Size (MB)

Novel View Synthesis on Tanks and Temples

PSNR SSIM LPIPS Size (MB)

Novel View Synthesis on RefRef

Average PSNR (dB)

Novel View Synthesis on DONeRF: Evaluation Dataset

Novel View Synthesis on X3D

Novel View Synthesis on RTMV

Novel View Synthesis on ScanNet++

PSNR SSIM LPIPS

Novel View Synthesis on SWORD

LPIPS PSNR SSIM

Novel View Synthesis on HDR-GS

Average PSNR SSIM LPIPS

Novel View Synthesis on iFF

Average PSNR SSIM Focal Error

Novel View Synthesis on .

Novel View Synthesis on ACID

FID NLL PSIM PSNR SSIM

Novel View Synthesis on Deep Blending

LPIPS PSNR SSIM Size (MB)

Novel View Synthesis on Dosovitskiy Chairs

Novel View Synthesis on KITTI

Novel View Synthesis on KITTI Novel View Synthesis

Novel View Synthesis on PhotoShape

Novel View Synthesis on RealEstate10K

FID NLL PSIM PSNR SSIM

Novel View Synthesis on ShapeNet Car

Novel View Synthesis on ShapeNet Chair

Novel View Synthesis on Synthia Novel View Synthesis

Novel View Synthesis on BLEFF