Model Zoo

December 8, 2023 ยท View on GitHub

  • The models are hosted on Hugging Face ๐Ÿค— : https://huggingface.co/haofeixu/murf

  • RealEstate10K (256x256) is the 256x256 resolution RealEstate10K dataset following AttnRend for fair comparison.

  • MIX1 denotes the mixed datasets of ibrnet_collected, LLFF(training set), Spaces, RealEstate10K (200-scene subset) and Google Scanned Objects following IBRNet for fair comparison. The resolution of the RealEstate10K dataset here is 720x1280.

  • MIX2 denotes the mixed datasets of ibrnet_collected, LLFF (training set), Spaces and RealEstate10K (10000-scene subset) . The key difference with MIX1 is the use of larger RealEstate10K subset (10000 vs. 200).

  • The MuRF-mixdata model is recommended for in-the-wild use cases.

ModelTraining DataTraining ViewsDownload
MuRF-dtu-small-baseline-2viewDTU2download
MuRF-dtu-small-baseline-3viewDTU3download
MuRF-dtu-large-baseline-6viewDTU6download
MuRF-dtu-large-baseline-9viewDTU9download
MuRF-realestate10k-2viewRealEstate10K (256x256)2download
MuRF-llff-6viewMIX16download
MuRF-llff-10viewMIX110download
MuRF-mipnerf360-2view-42df3b73.pthRealEstate10K (256x256) & MIX12download
MuRF-mixdataRealEstate10K (256x256) & MIX2random 2~6download