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Depth-from-Defocus on NYUv2 (test)

99.2Delta 1 Threshold

Direct Optimization Approach (Ours)

Updated 4d ago

Evaluation Results

Method	Links
Direct Optimization Approach (Ours) 2026.02		99.2	99.4	99.5	0.109	0.0084
DFF-DFV 2023.03		96.7	98	99	0.232	0.445
DFF-DFV 2026.02		96.7	98	99	0.232	0.445
DFF-FV 2023.03		95.6	97.9	98.8	0.285	0.47
DFF-FV 2026.02		95.6	97.9	98.8	0.285	0.47
Ours 2023.03		95	97.9	98.7	0.325	0.17
Si et al. 2026.02		95	97.9	98.7	0.325	0.17
Focus-Net 2023.03		74.8	89.2	94.9	0.611	0.172
Focus-Net 2026.02		74.8	89.2	94.9	0.611	0.172
Defocus-Net 2023.03		73.2	88.7	95.1	0.623	0.176
Defocus-Net 2026.02		73.2	88.7	95.1	0.623	0.176
Gur and Wolf 2023.03		72	88.7	95.1	0.649	0.184
Gur & Wolf 2026.02		72	88.7	95.1	0.649	0.184
Suwajanakorn, Hernandez, and Seitz 2023.03		68.8	80.2	91.7	0.95	0.25
Suwajanakorn et al. 2026.02		68.8	80.2	91.7	0.95	0.25
Moeller et al. 2023.03		67	77.8	91.2	0.985	0.263
Moeller et al. 2026.02		67	77.8	91.2	0.985	0.263