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ResearchFormerly WizWand

Novel View Synthesis on Mip-NeRF 360 standard 1 (test)

30.39PSNRGT
14.238818.431922.62526.8181Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GTScene=Room, Pose Refinement=Ground Truth, Rendering Engine=3DGS, Training Steps=30,0002026.0730.3990.30.229
GTScene=Bonsai, Pose Refinement=Ground Truth, Rendering Engine=3DGS, Training Steps=30,0002026.0730.1493.10.207
VGGT+EPOScene=Room, Pose Refinement=VGGT+EPO, Rendering Engine=3DGS, Training Steps=30,0002026.0729.0686.70.274
GTScene=Kitchen, Pose Refinement=Ground Truth, Rendering Engine=3DGS, Training Steps=30,0002026.0728.8392.70.116
VGGT+BAScene=Room, Pose Refinement=VGGT+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0728.485.90.275
VGGT+Ref+BAScene=Room, Pose Refinement=VGGT+Ref+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0728.487.30.258
GTScene=Counter, Pose Refinement=Ground Truth, Rendering Engine=3DGS, Training Steps=30,0002026.0727.9889.60.195
VGGT+EPOScene=Bonsai, Pose Refinement=VGGT+EPO, Rendering Engine=3DGS, Training Steps=30,0002026.0727.687.40.253
GTScene=Garden, Pose Refinement=Ground Truth, Rendering Engine=3DGS, Training Steps=30,0002026.0727.0384.80.128
GTScene=Mean, Pose Refinement=Ground Truth, Rendering Engine=3DGS, Training Steps=30,0002026.0726.6983.10.209
VGGT+Ref+BAScene=Counter, Pose Refinement=VGGT+Ref+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0726.3384.70.249
VGGT+EPOScene=Counter, Pose Refinement=VGGT+EPO, Rendering Engine=3DGS, Training Steps=30,0002026.0725.8783.40.24
VGGTScene=Room, Pose Refinement=VGGT, Rendering Engine=3DGS, Training Steps=30,0002026.0725.8679.70.349
VGGT+Ref+BAScene=Bonsai, Pose Refinement=VGGT+Ref+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0725.581.60.303
VGGT+BAScene=Counter, Pose Refinement=VGGT+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0725.4981.40.278
VGGT+BAScene=Bonsai, Pose Refinement=VGGT+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0725.3680.40.31
VGGT+EPOScene=Mean, Pose Refinement=VGGT+EPO, Rendering Engine=3DGS, Training Steps=30,0002026.0723.9372.10.284
VGGT+Ref+BAScene=Garden, Pose Refinement=VGGT+Ref+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0723.7373.30.222
VGGT+EPOScene=Kitchen, Pose Refinement=VGGT+EPO, Rendering Engine=3DGS, Training Steps=30,0002026.0723.3777.60.201
VGGT+EPOScene=Garden, Pose Refinement=VGGT+EPO, Rendering Engine=3DGS, Training Steps=30,0002026.0723.2768.50.234
VGGT+Ref+BAScene=Mean, Pose Refinement=VGGT+Ref+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0723.0668.80.32
VGGTScene=Counter, Pose Refinement=VGGT, Rendering Engine=3DGS, Training Steps=30,0002026.0722.9871.90.334
VGGT+BAScene=Garden, Pose Refinement=VGGT+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0722.8666.90.27
VGGT+BAScene=Mean, Pose Refinement=VGGT+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0722.766.10.339
VGGTScene=Bonsai, Pose Refinement=VGGT, Rendering Engine=3DGS, Training Steps=30,0002026.0721.9668.20.414
GTScene=Bicycle, Pose Refinement=Ground Truth, Rendering Engine=3DGS, Training Steps=30,0002026.0721.7768.50.271
VGGTScene=Garden, Pose Refinement=VGGT, Rendering Engine=3DGS, Training Steps=30,0002026.0720.846.70.387
VGGT+Ref+BAScene=Kitchen, Pose Refinement=VGGT+Ref+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0720.7367.70.32
GTScene=Flowers, Pose Refinement=Ground Truth, Rendering Engine=3DGS, Training Steps=30,0002026.0720.6962.40.319
VGGTScene=Kitchen, Pose Refinement=VGGT, Rendering Engine=3DGS, Training Steps=30,0002026.0720.6959.50.333
VGGT+BAScene=Kitchen, Pose Refinement=VGGT+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0720.6165.20.333
VGGTScene=Mean, Pose Refinement=VGGT, Rendering Engine=3DGS, Training Steps=30,0002026.0720.5655.50.422
VGGT+Ref+BAScene=Bicycle, Pose Refinement=VGGT+Ref+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0719.4348.80.423
VGGT+EPOScene=Bicycle, Pose Refinement=VGGT+EPO, Rendering Engine=3DGS, Training Steps=30,0002026.0719.2550.40.399
VGGT+EPOScene=Flowers, Pose Refinement=VGGT+EPO, Rendering Engine=3DGS, Training Steps=30,0002026.0719.0950.50.386
VGGT+BAScene=Bicycle, Pose Refinement=VGGT+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0718.7445.30.444
VGGT+BAScene=Flowers, Pose Refinement=VGGT+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0717.4137.50.467
VGGT+Ref+BAScene=Flowers, Pose Refinement=VGGT+Ref+BA, Rendering Engine=3DGS, Training Steps=30,0002026.0717.32380.467
VGGTScene=Bicycle, Pose Refinement=VGGT, Rendering Engine=3DGS, Training Steps=30,0002026.0716.7735.70.524
VGGTScene=Flowers, Pose Refinement=VGGT, Rendering Engine=3DGS, Training Steps=30,0002026.0714.8626.90.612