Training round report

Round

Scores · 3D input → painting, compared with Codex on the held-out frames

Numbers.

LPIPS: distance to Codex's painting (lower is closer). Probe: how often a classifier tells our crop from Codex's (50% = cannot tell, 100% = always). Flat: share of clean flat pixel areas, minus Codex's. Saturation and brightness: difference from Codex (0–255). Land = the frames without open water.

Model	Run	LPIPS	LPIPS land	Probe	Flat	Sat.	Bright.	What changed

Details · same spots every round, shown large (2× pixels)

Details.

Model 1 vs model 2 · drag the line, or use ← →

Compare.

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