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Point Map Reconstruction on DL3DV-benchmark 8-view

0.045Relative Error (rel)Map-Anything
0.01920.193350.36750.54165Apr 1, 2026

Evaluation results

MethodLinks
Map-AnythingTraining with DL3DV-10K=Yes, MVG Annotations=w2026.040.0450.896
π³†Training with DL3DV-10K=Alone, MVG Annotations=w2026.040.0470.89
Map-AnythingTraining with DL3DV-10K=Yes, MVG Annotations=w2026.040.0510.911
π³Training with DL3DV-10K=No, MVG Annotations=w2026.040.0540.916
π³Training with DL3DV-10K=No, MVG Annotations=w2026.040.0560.927
π³†Training with DL3DV-10K=Alone, MVG Annotations=w2026.040.0570.897
VGGTTraining with DL3DV-10K=Yes, MVG Annotations=w2026.040.0590.899
VGGTTraining with DL3DV-10K=Yes, MVG Annotations=w2026.040.0610.905
CUT3RTraining with DL3DV-10K=Yes, MVG Annotations=w2026.040.0720.801
CUT3RTraining with DL3DV-10K=Yes, MVG Annotations=w2026.040.0730.815
Reliev3RTraining with DL3DV-10K=Alone, MVG Annotations=w/o2026.040.1150.657
Reliev3RTraining with DL3DV-10K=Alone, MVG Annotations=w/o2026.040.1220.663
FLARETraining with DL3DV-10K=Yes, MVG Annotations=w2026.040.1340.771
AnyCamTraining with DL3DV-10K=No, MVG Annotations=w/o2026.040.1810.4
AnyCamTraining with DL3DV-10K=No, MVG Annotations=w/o2026.040.2620.49
FLARETraining with DL3DV-10K=Yes, MVG Annotations=w2026.040.3760.302
MVDUSt3RTraining with DL3DV-10K=No, MVG Annotations=w2026.040.5930.233
MVDUSt3RTraining with DL3DV-10K=No, MVG Annotations=w2026.040.690.134