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ReflectIris
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exp_198_smirk_mouth

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28.7 dB
Train PSNR
Momentum
Healthy
Avg PSNR improving +0.43 dB / 5K steps (27.5 dB)
PSNR Δ5K: +0.43 dB
Gaussian growth: +179,982
Loss trend: Decreasing
Visual Analysis
ACCELERATING
All visual metrics improving (13 checkpoints analyzed)
SSIM
0.680
Blur Ratio
0.399
Edge Preservation
0.450
Expression Fidelity
1.000
Progress
0%
25,650 / 0 steps
Gaussians
200.0K
Growing
Speed
Duration
Densify Window
0K–0K
0 events
Batch Size
1
Step 25,6500 total
densify

Training Metrics

Train + Val PSNR (dB) — Higher is Better

Training Loss — Lower is Better

Gaussian Count — Grows During Densification

Training Speed (iterations/sec) & GPU Memory (GB)

Visual Progress

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Full Configuration
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