Submission #46


Metadata

Name: Multi-head (DAv2)

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) 82.580000
All Triplet-wise (T) 70.580000
All Quad-wise (Q) 61.340000
Mixed Pair-wise (P) 90.410000
Mixed Triplet-wise (T) 71.910000
Mixed Quad-wise (Q) 60.230000
Layer1 Pair-wise (P) 85.810000
Layer1 Triplet-wise (T) 74.410000
Layer1 Quad-wise (Q) 65.620000
Layer3 Pair-wise (P) 72.870000
Layer3 Triplet-wise (T) 60.750000
Layer3 Quad-wise (Q) 54.360000
Layer5 Pair-wise (P) 63.990000
Layer5 Triplet-wise (T) 56.420000
Layer5 Quad-wise (Q) 51.990000
Layer7 Pair-wise (P) 63.210000
Layer7 Triplet-wise (T) 49.410000
Layer7 Quad-wise (Q) 44.730000

Prediction Visualizations