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Camera Pose Estimation on RealEstate10K (unseen)

93.5AUC@30VGGT
12.06833.20954.3575.491Mar 14, 2025

Evaluation results

MethodLinks
VGGTHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames, Optimization method (e.g., Bundle Adjustment)=Bundle Adjustment (BA)2025.0393.51.8
VGGTHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames, Runtime mode (e.g., Feed-Forward)=Feed-Forward2025.0385.30.2
VGGSfM v2Hardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames, Optimization method=Bundle Adjustment2025.0378.910
FLAREHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames, Concurrent work=true2025.0378.80.5
MASt3RHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames2025.0376.49
CUT3RHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames, Concurrent work=true2025.0375.30.6
Fast3RHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames, Concurrent work=true2025.0372.70.2
MV-DUSt3RHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames, Concurrent work=true2025.0371.30.6
DUSt3RHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames2025.0367.77
PixSfMHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames2025.0349.4—
PoseDiffHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames2025.03487
Colmap+SPSGHardware (H100 GPU)=one H100 GPU, Number of input frames (10 frames)=10 random frames2025.0315.215