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ResearchFormerly WizWand

Multi-layer depth estimation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Multi-layered synthetic benchmark Opaque Layer 1

2.74Bad-2 Error

11

Mar 24, 2026

Multi-layered synthetic benchmark Transmissive Layer 1

5.47Bad-2

10

Mar 24, 2026

LayeredFlow (val)

3.13Layer 1 EPE

8

Mar 24, 2026

LayeredDepth (test)

70.09All-layer Q Score

5

May 28, 2026

LayeredDepth-Syn (val)

Multi-head (DA v2)

8.24Absolute Relative Error (Layer 1)

5

May 28, 2026

Multi-layered synthetic benchmark Transmissive Layer 4

33.01Bad-2

5

Mar 24, 2026

Multi-layered synthetic benchmark Transmissive, Layer 3

65.21Bad-2 Accuracy

3

Mar 24, 2026

Multi-layered synthetic benchmark Transmissive Layer 2

49.25Bad-2 Error

3

Mar 24, 2026