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Benchmarks
Zero-shot affine-invariant depth estimation on ETH3D Various
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6
AbsRel
UNIGP
5.472
9.036
12.6
16.164
Jun 29, 2026
AbsRel
Delta1 Accuracy
Average Rank
Updated 26d ago
Evaluation Results
Method
Method
Links
AbsRel
Delta1 Accuracy
Average Rank
UNIGP
Training Data=59K, Met...
2026.06
6
96.3
2.38
Marigold
Training Data=74K, Met...
2026.06
6.5
95.9
3.56
GeoWizard
Training Data=280K, Me...
2026.06
6.6
95.8
4.81
DPT
Training Data=1.4M, Me...
2026.06
7.8
94.6
6.5
DepthAnything
Training Data=62.6M, M...
2026.06
12.7
88.2
2.25
DepthAnything V2
Training Data=62.6M, M...
2026.06
13.1
86.5
2.88
Omnidata
Training Data=12.2M, M...
2026.06
16.6
77.8
6.5
MiDaS
Training Data=2M, Meth...
2026.06
18.4
75.2
9.88
JointNet
Training Data=2.56M, M...
2026.06
19.2
78.7
10
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