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NeRF On-the-go

Benchmarks

Task Name	Dataset Name	SOTA Result
Novel View Synthesis	NeRF On-the-go (test)	Corner Score17.05	18
Novel View Synthesis	NeRF On-the-go High Occlusion	PSNR24.67	18
Novel View Synthesis	NeRF On-the-go Medium Occlusion	PSNR25.09	18
Novel View Synthesis	NeRF On-the-go Low Occlusion	PSNR22.17	18
Novel View Synthesis	NeRF On-the-go	PSNR23.44	15
Distractor-free scene reconstruction	NeRF On-the-go 20 (hold-out views)	PSNR (Mountain)22.44	8
Sparse-view 3D Reconstruction	NeRF On-the-go Average	PSNR25.06	8
Sparse-view 3D Reconstruction	NeRF On-the-go 9-view	PSNR25.08	8
Sparse-view 3D Reconstruction	NeRF On-the-go 6-view	PSNR24.87	8
Sparse-view 3D Reconstruction	NeRF On-the-go 3-view	PSNR25.23	8
Novel View Synthesis	NeRF On-the-go Mean	PSNR23.42	8
Novel View Synthesis	NeRF On-the-go Patio-High	PSNR23.26	8
Novel View Synthesis	NeRF On-the-go Spot	PSNR26	8
Novel View Synthesis	NeRF On-the-go Patio	PSNR21.64	8
Novel View Synthesis	NeRF On-the-go Corner	PSNR26.6	8
Novel View Synthesis	NeRF On-the-go Fountain	PSNR21.28	8
Novel View Synthesis	NeRF On-the-go Mountain	PSNR22.12	8
3D point map estimation	NeRF on-the-go 2024 (test)	Accuracy (Low Occlusion, Mountain)0.019	7
Depth Estimation	NeRF on-the-go High Occlusion	Absolute Relative Error (Abs Rel)0.071	7
Depth Estimation	NeRF on-the-go Medium Occlusion	Abs Rel0.125	7
Depth Estimation	NeRF on-the-go Low Occlusion	Abs Rel0.339	7
3D Reconstruction	NeRF On-the-go 3-view (train)	Mountain PSNR24.66	7
3D Reconstruction	NeRF On-the-go 9-view training setting (test)	PSNR (Mountain)23.03	7
Novel View Synthesis	NeRF On-the-go 1.0 (test)	PSNR (Mountain)21.82	6
Novel View Synthesis	NeRF On-the-go Patio 1.0 (test)	PSNR24.33	5

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