Submission #48


Metadata

Name: Multi-head (NeWCRFs)

Paper Name: Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation

Code: https://github.com/princeton-vl/LayeredDepth

Paper: https://arxiv.org/abs/2503.11633

Metrics

Metric Value
All Pair-wise (P) 63.970000
All Triplet-wise (T) 41.650000
All Quad-wise (Q) 25.320000
Mixed Pair-wise (P) 74.910000
Mixed Triplet-wise (T) 46.220000
Mixed Quad-wise (Q) 25.440000
Layer1 Pair-wise (P) 65.590000
Layer1 Triplet-wise (T) 39.850000
Layer1 Quad-wise (Q) 24.160000
Layer3 Pair-wise (P) 54.220000
Layer3 Triplet-wise (T) 38.390000
Layer3 Quad-wise (Q) 27.600000
Layer5 Pair-wise (P) 47.330000
Layer5 Triplet-wise (T) 34.280000
Layer5 Quad-wise (Q) 27.110000
Layer7 Pair-wise (P) 58.520000
Layer7 Triplet-wise (T) 47.340000
Layer7 Quad-wise (Q) 42.280000

Prediction Visualizations