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SOTA Relative Depth Estimation benchmarks and papers with code | Wizwand
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Relative Depth Estimation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
BLINK RelativeDepth (test)
SpatialRGPT-VILA-1.5
Accuracy
87.9
18
4d ago
Synth4K-5
InfiniDepth
Delta Threshold Accuracy (0.5)
88.5
16
4d ago
Synth4K-4
MoGe-2
Delta Acc (0.5)
90.4
16
4d ago
Synth4K-3
InfiniDepth
Acc (delta=0.5)
82
16
4d ago
Synth4K-2
InfiniDepth
Delta Acc (0.5)
80.4
16
4d ago
Synth4K 1
InfiniDepth
Delta Threshold Accuracy (0.5)
74.3
16
4d ago
Sintel (test)
DepthAnything
AbsRel
0.329
15
4d ago
DA-2K
DINOv3
Accuracy
97.5
13
4d ago
KITTI 18 (test)
Depth Anything
AbsRel
0.076
11
4d ago
NYU v2 (test)
Depth Anything V2
AbsRel
0.045
9
4d ago
NYU v2
MoGe-2
Delta 1 Accuracy
98.2
8
4d ago
ETH3D
InfiniDepth (Ours-Relative)
delta_1 Accuracy
99.1
8
4d ago
NYU v2
DAv1-L
AbsRel
4.3
8
4d ago
KITTI
DAv2-L
AbsRel
0.074
8
4d ago
NYU-D (test)
Depth Anything V1
AbsRel
0.043
8
4d ago
KITTI (test)
Depth Anything V2
AbsRel
0.074
8
4d ago
NYU v2 56 (test)
Depth Anything V2
AbsRel
4.4
7
4d ago
DA-2K 79 (test)
Depth Anything V2
Accuracy
0.974
5
4d ago
DIODE 60 (test)
Depth Anything
AbsRel
0.066
4
4d ago
DDAD 20 (test)
Depth Anything
AbsRel
0.23
4
4d ago
Sintel 7 (test)
Depth Anything
AbsRel
0.432
4
4d ago
NYU v2 55 (test)
Depth Anything
AbsRel
4.3
4
4d ago
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