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Monocular Depth Estimation on DIODE Outdoor unseen (test)

0.161Delta1AdaBins
0.154120.200560.2470.29344Jul 11, 2024

Evaluation results

MethodLinks
AdaBinstrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.070.1610.86310.35
BTStrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.070.1710.83710.48
NeWCRFstrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.070.1760.8549.228
ZoeD-M12-NKtrained on extra depth datasets=true, zero-shot generalization=true, max evaluation depth=80m2024.070.2080.7577.569
ZoeD-X-Ktrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.070.2420.7997.806
ScaleDepth-NKtrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.070.2620.5628.632
ScaleDepth-Ktrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.070.3330.6056.95