vtwm-ablation-comparison / analysis /perceptual_metrics_steps.md
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Perceptual metrics (LPIPS / SSIM / PSNR on decoded futures)

Metrics computed on FUTURE half only (history skipped). Lower LPIPS = better, higher SSIM/PSNR = better.

Visual streams

Run view_left LPIPS view_middle LPIPS view_right LPIPS mean view LPIPS mean view SSIM mean view PSNR
mv1_100step 0.0727 0.1199 0.0808 0.0911 0.8219 24.3255
mv1_200step 0.0679 0.1146 0.0790 0.0872 0.8159 24.0176
mv2_100step 0.1255 0.2031 0.1362 0.1549 0.7531 21.8569
mv2_200step 0.1599 0.2521 0.1673 0.1931 0.7290 20.6287

Tactile streams

Run tl LPIPS tr LPIPS tl SSIM tr SSIM
mv1_100step 0.0262 0.0927 0.9657 0.9452
mv1_200step 0.0295 0.0745 0.9660 0.9543
mv2_100step 0.0471 0.0760 0.9616 0.9534
mv2_200step 0.0292 0.0797 0.9675 0.9509