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ResearchFormerly WizWand

Depth Completion on DDAD

1.344MAEVPP4DC
0.482886.2954412.10817.92056Mar 11, 2026Mar 21, 2026Mar 31, 2026Apr 11, 2026Apr 21, 2026May 1, 2026May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
VPP4DCType=DISCRIMINATIVE2026.031.3446.781
MTDsetting=zero-shot2026.051.8345.252
OGNI-DCType=DISCRIMINATIVE2026.031.8676.876
Marigold-SSDType=DIFFUSION2026.032.0666.524
Prompt Depth AnythingType=DISCRIMINATIVE2026.032.1077.494
BP-NetType=DISCRIMINATIVE2026.032.278.344
Marigold-DC ensembleType=DIFFUSION, Ensembling=true2026.032.3646.449
Marigold-DCsetting=zero-shot2026.052.3646.449
NLSPNType=DISCRIMINATIVE2026.032.4989.231
DMD3CType=DISCRIMINATIVE2026.032.4987.766
DMD3Csetting=zero-shot2026.052.4987.766
CFormerType=DISCRIMINATIVE2026.032.5189.471
BP-Netsetting=zero-shot2026.052.7128.903
LRRUsetting=zero-shot2026.052.7389.164
PromptDAsetting=zero-shot2026.052.8918.487
Marigold-DCType=DIFFUSION2026.032.9857.905
CFormersetting=zero-shot2026.053.3289.606
Marigold-SSDType=DIFFUSION, Training=lower density-levels (*)2026.033.877.841
DepthLabType=DISCRIMINATIVE2026.034.4988.379
SpAgNetType=DISCRIMINATIVE2026.034.57813.236
Marigold-E2E + LSType=DIFFUSION, Alignment=LS2026.037.90114.231
Marigold + LSType=DIFFUSION, Alignment=LS2026.038.21714.728
Marigold + optimType=DIFFUSION, Alignment=optim2026.0322.87232.661