ML Research Wiki / Benchmarks / Depth Completion / Matterport3D

Matterport3D

Depth Completion Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: RMSE

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Yellow rows = Pending edits Green rows = Pending new results

Model	Paper	RMSE	Date	Actions
DM-LRN-b4	Decoder Modulation for Indoor Depth Completion	1.00	2020-05-18
SA+SSIM+BC	Indoor Depth Completion with Boundary Consistency…	1.09	2019-08-22

Rank	Model	Paper	RMSE	Date	Code
1	DM-LRN-b4	Decoder Modulation for Indoor Depth Completion	1.00	2020-05-18	-
2	SA+SSIM+BC	Indoor Depth Completion with Boundary Consistency and Self-Attention	1.09	2019-08-22	📦 tsunghan-wu/depth-completion 📦 tsunghan-mama/Depth-Completion 📦 patrickwu2/Depth-Completion

2020

DM-LRN-b4

2019

SA+SSIM+BC

tsunghan-wu/depth-completion tsunghan-mama/Depth-Completion patrickwu2/Depth-Completion