Loss Landscape 3DGS Results - 2026-07-13

Grouped static reports for 3DGS, 4DGS validation, and the newly mirrored video super-resolution / VDP screening runs from v100.

Fixed Gaussian VDP Compare, Truck

Existing 3DGS

136,029 Gaussians, no densify, four loss settings.

Fixed Gaussian VDP Compare, Truck 13K

Existing 3DGS

13,603 Gaussians, no densify, four loss settings.

3D Tasks Summary

Existing 3DGS

Summary page for 3D task probes.

4DGS Validation

Existing 4DGS

Moved from the old loss_landscape_3dgs folder.

VSR Experiment

New VSR

Standalone video super-resolution probe from /home/yifan/temp/vsr_exp.

VDP Screening - Video Super-Resolution

New VDP Screening

V5 report: bicubic 2x/4x super-resolution with residual CNN L1 vs CVVDP heatmap weighting.

VDP Screening - Controlled Artifacts

New VDP Screening

V8 report with synthetic controlled temporal/spatial artifacts and heatmaps.

VDP Screening - Temporal Dithering

New VDP Screening

V9 report for temporal dithering artifacts and 160-iteration repair probes on cycle_view.

VDP Screening - Flicker Removal

New VDP Screening

V4 report for flicker-removal optimization variants.

VDP Screening - Compression

New VDP Screening

V1 report for compression artifacts and metric screening.

Updated on 2026-07-13. New VSR/VDP assets were mirrored from /home/yifan/temp/vsr_exp and /home/yifan/temp/vdp_screening/reports.