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Papers Benchmarks Datasets Tasks

Depth-from-Defocus research benchmarks · SOTA2 Research

Depth-from-Defocus

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Direct Optimization Approach (Ours)

99.2Delta 1 Threshold

17

Feb 26, 2026

0MSE

9

Mar 30, 2026

99.9Delta 1.25

7

Mar 30, 2026

77.9Delta 1.25 Accuracy

7

Mar 30, 2026

Hardware Performance Evaluation

SpiderCam (on Kintex-7)

59.9Throughput (Mpix/sec)

3

Mar 19, 2026

Real-world Sensor Capture

0.24Core Power Min (W)

3

Mar 19, 2026

Make3D 0–80 m C2 (test)

Direct Optimization

5.63RMSE

2

Feb 26, 2026

Make3D C1 0–70 m (test)

Direct Optimization

2.277RMSE

2

Feb 26, 2026

Popular datasets

Make3D NYU DDFF DIODE HAMMER

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