full_capacitor vs FLUX.2 VAE

Fixed 39-image comparison viewer. The full_capacitor column uses the public export contract: encode() returns latents whitened with the export's stored running stats, and decode() internally unwhitens those latents before VP decoding.

Image width:
Reconstruction
RGB Difference
Latent PCA

Original images beside full_capacitor and FLUX.2 reconstructions. Per-image PSNR values are shown above each row.

p640x1536:94623

size 640x1536FLUX.2 33.4822 dBfull_capacitor 34.2132 dBdelta +0.7311 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94624

size 640x1536FLUX.2 30.0086 dBfull_capacitor 30.4438 dBdelta +0.4352 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94625

size 640x1536FLUX.2 33.9857 dBfull_capacitor 33.9897 dBdelta +0.0039 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94626

size 640x1536FLUX.2 31.5172 dBfull_capacitor 32.2379 dBdelta +0.7207 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94627

size 640x1536FLUX.2 30.5193 dBfull_capacitor 31.7300 dBdelta +1.2106 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94628

size 640x1536FLUX.2 28.8796 dBfull_capacitor 28.9597 dBdelta +0.0801 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216264

size 960x1024FLUX.2 45.2560 dBfull_capacitor 45.5244 dBdelta +0.2684 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216265

size 960x1024FLUX.2 27.8026 dBfull_capacitor 28.8246 dBdelta +1.0220 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216266

size 960x1024FLUX.2 46.2100 dBfull_capacitor 43.3577 dBdelta -2.8523 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216267

size 960x1024FLUX.2 39.2413 dBfull_capacitor 39.9837 dBdelta +0.7424 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216268

size 960x1024FLUX.2 36.1320 dBfull_capacitor 37.7313 dBdelta +1.5994 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216269

size 960x1024FLUX.2 30.2407 dBfull_capacitor 31.6510 dBdelta +1.4103 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216270

size 960x1024FLUX.2 34.1796 dBfull_capacitor 34.7667 dBdelta +0.5871 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216271

size 960x1024FLUX.2 42.2558 dBfull_capacitor 43.0451 dBdelta +0.7893 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94699

size 704x1472FLUX.2 41.7029 dBfull_capacitor 43.1338 dBdelta +1.4309 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94700

size 704x1472FLUX.2 32.0785 dBfull_capacitor 32.1003 dBdelta +0.0219 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94701

size 704x1472FLUX.2 37.8789 dBfull_capacitor 38.0177 dBdelta +0.1388 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94702

size 704x1472FLUX.2 32.4826 dBfull_capacitor 33.3556 dBdelta +0.8731 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94703

size 704x1472FLUX.2 31.3509 dBfull_capacitor 31.8858 dBdelta +0.5349 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94704

size 704x1472FLUX.2 31.8282 dBfull_capacitor 32.1675 dBdelta +0.3393 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94705

size 704x1472FLUX.2 37.4152 dBfull_capacitor 38.4678 dBdelta +1.0526 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94706

size 704x1472FLUX.2 33.6554 dBfull_capacitor 34.1668 dBdelta +0.5114 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15577

size 496x272FLUX.2 29.9839 dBfull_capacitor 29.7398 dBdelta -0.2441 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15578

size 496x256FLUX.2 30.8116 dBfull_capacitor 30.8471 dBdelta +0.0356 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15579

size 496x240FLUX.2 31.8281 dBfull_capacitor 32.2427 dBdelta +0.4147 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15580

size 496x272FLUX.2 36.0240 dBfull_capacitor 36.0272 dBdelta +0.0032 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15581

size 496x240FLUX.2 36.9659 dBfull_capacitor 35.3854 dBdelta -1.5805 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15582

size 464x224FLUX.2 32.1143 dBfull_capacitor 32.1110 dBdelta -0.0034 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15583

size 496x272FLUX.2 34.5643 dBfull_capacitor 34.3565 dBdelta -0.2078 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15584

size 496x256FLUX.2 31.7756 dBfull_capacitor 31.6276 dBdelta -0.1480 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144131

size 384x496FLUX.2 33.5871 dBfull_capacitor 32.9322 dBdelta -0.6549 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144132

size 384x496FLUX.2 35.3332 dBfull_capacitor 35.5120 dBdelta +0.1788 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144133

size 384x496FLUX.2 37.3797 dBfull_capacitor 37.8656 dBdelta +0.4859 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144134

size 400x496FLUX.2 34.5107 dBfull_capacitor 34.5816 dBdelta +0.0709 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144135

size 384x496FLUX.2 29.8653 dBfull_capacitor 30.1172 dBdelta +0.2519 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144136

size 384x496FLUX.2 35.7020 dBfull_capacitor 35.6442 dBdelta -0.0578 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144137

size 400x496FLUX.2 32.8763 dBfull_capacitor 32.3310 dBdelta -0.5453 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144138

size 368x496FLUX.2 25.6323 dBfull_capacitor 26.3885 dBdelta +0.7561 dB
Original
 full_capacitor
 FLUX.2 VAE

exports/dico_diffae_hf/VAE_accuracy_test_image.png

size 1008x1408FLUX.2 35.2690 dBfull_capacitor 34.0261 dBdelta -1.2429 dB
Original
 full_capacitor
 FLUX.2 VAE

Absolute RGB error with shared 99.5th-percentile normalization and sqrt scaling. Brighter means more error.

p640x1536:94623

size 640x1536FLUX.2 33.4822 dBfull_capacitor 34.2132 dBdelta +0.7311 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94624

size 640x1536FLUX.2 30.0086 dBfull_capacitor 30.4438 dBdelta +0.4352 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94625

size 640x1536FLUX.2 33.9857 dBfull_capacitor 33.9897 dBdelta +0.0039 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94626

size 640x1536FLUX.2 31.5172 dBfull_capacitor 32.2379 dBdelta +0.7207 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94627

size 640x1536FLUX.2 30.5193 dBfull_capacitor 31.7300 dBdelta +1.2106 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94628

size 640x1536FLUX.2 28.8796 dBfull_capacitor 28.9597 dBdelta +0.0801 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216264

size 960x1024FLUX.2 45.2560 dBfull_capacitor 45.5244 dBdelta +0.2684 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216265

size 960x1024FLUX.2 27.8026 dBfull_capacitor 28.8246 dBdelta +1.0220 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216266

size 960x1024FLUX.2 46.2100 dBfull_capacitor 43.3577 dBdelta -2.8523 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216267

size 960x1024FLUX.2 39.2413 dBfull_capacitor 39.9837 dBdelta +0.7424 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216268

size 960x1024FLUX.2 36.1320 dBfull_capacitor 37.7313 dBdelta +1.5994 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216269

size 960x1024FLUX.2 30.2407 dBfull_capacitor 31.6510 dBdelta +1.4103 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216270

size 960x1024FLUX.2 34.1796 dBfull_capacitor 34.7667 dBdelta +0.5871 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216271

size 960x1024FLUX.2 42.2558 dBfull_capacitor 43.0451 dBdelta +0.7893 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94699

size 704x1472FLUX.2 41.7029 dBfull_capacitor 43.1338 dBdelta +1.4309 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94700

size 704x1472FLUX.2 32.0785 dBfull_capacitor 32.1003 dBdelta +0.0219 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94701

size 704x1472FLUX.2 37.8789 dBfull_capacitor 38.0177 dBdelta +0.1388 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94702

size 704x1472FLUX.2 32.4826 dBfull_capacitor 33.3556 dBdelta +0.8731 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94703

size 704x1472FLUX.2 31.3509 dBfull_capacitor 31.8858 dBdelta +0.5349 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94704

size 704x1472FLUX.2 31.8282 dBfull_capacitor 32.1675 dBdelta +0.3393 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94705

size 704x1472FLUX.2 37.4152 dBfull_capacitor 38.4678 dBdelta +1.0526 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94706

size 704x1472FLUX.2 33.6554 dBfull_capacitor 34.1668 dBdelta +0.5114 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15577

size 496x272FLUX.2 29.9839 dBfull_capacitor 29.7398 dBdelta -0.2441 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15578

size 496x256FLUX.2 30.8116 dBfull_capacitor 30.8471 dBdelta +0.0356 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15579

size 496x240FLUX.2 31.8281 dBfull_capacitor 32.2427 dBdelta +0.4147 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15580

size 496x272FLUX.2 36.0240 dBfull_capacitor 36.0272 dBdelta +0.0032 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15581

size 496x240FLUX.2 36.9659 dBfull_capacitor 35.3854 dBdelta -1.5805 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15582

size 464x224FLUX.2 32.1143 dBfull_capacitor 32.1110 dBdelta -0.0034 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15583

size 496x272FLUX.2 34.5643 dBfull_capacitor 34.3565 dBdelta -0.2078 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15584

size 496x256FLUX.2 31.7756 dBfull_capacitor 31.6276 dBdelta -0.1480 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144131

size 384x496FLUX.2 33.5871 dBfull_capacitor 32.9322 dBdelta -0.6549 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144132

size 384x496FLUX.2 35.3332 dBfull_capacitor 35.5120 dBdelta +0.1788 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144133

size 384x496FLUX.2 37.3797 dBfull_capacitor 37.8656 dBdelta +0.4859 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144134

size 400x496FLUX.2 34.5107 dBfull_capacitor 34.5816 dBdelta +0.0709 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144135

size 384x496FLUX.2 29.8653 dBfull_capacitor 30.1172 dBdelta +0.2519 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144136

size 384x496FLUX.2 35.7020 dBfull_capacitor 35.6442 dBdelta -0.0578 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144137

size 400x496FLUX.2 32.8763 dBfull_capacitor 32.3310 dBdelta -0.5453 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144138

size 368x496FLUX.2 25.6323 dBfull_capacitor 26.3885 dBdelta +0.7561 dB
Original
 full_capacitor
 FLUX.2 VAE

exports/dico_diffae_hf/VAE_accuracy_test_image.png

size 1008x1408FLUX.2 35.2690 dBfull_capacitor 34.0261 dBdelta -1.2429 dB
Original
 full_capacitor
 FLUX.2 VAE

Top 3 PCA components of whitened encoder latents mapped to RGB. Colors are aligned to full_capacitor via spatial correlation.

p640x1536:94623

size 640x1536FLUX.2 33.4822 dBfull_capacitor 34.2132 dBdelta +0.7311 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94624

size 640x1536FLUX.2 30.0086 dBfull_capacitor 30.4438 dBdelta +0.4352 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94625

size 640x1536FLUX.2 33.9857 dBfull_capacitor 33.9897 dBdelta +0.0039 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94626

size 640x1536FLUX.2 31.5172 dBfull_capacitor 32.2379 dBdelta +0.7207 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94627

size 640x1536FLUX.2 30.5193 dBfull_capacitor 31.7300 dBdelta +1.2106 dB
Original
 full_capacitor
 FLUX.2 VAE

p640x1536:94628

size 640x1536FLUX.2 28.8796 dBfull_capacitor 28.9597 dBdelta +0.0801 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216264

size 960x1024FLUX.2 45.2560 dBfull_capacitor 45.5244 dBdelta +0.2684 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216265

size 960x1024FLUX.2 27.8026 dBfull_capacitor 28.8246 dBdelta +1.0220 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216266

size 960x1024FLUX.2 46.2100 dBfull_capacitor 43.3577 dBdelta -2.8523 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216267

size 960x1024FLUX.2 39.2413 dBfull_capacitor 39.9837 dBdelta +0.7424 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216268

size 960x1024FLUX.2 36.1320 dBfull_capacitor 37.7313 dBdelta +1.5994 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216269

size 960x1024FLUX.2 30.2407 dBfull_capacitor 31.6510 dBdelta +1.4103 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216270

size 960x1024FLUX.2 34.1796 dBfull_capacitor 34.7667 dBdelta +0.5871 dB
Original
 full_capacitor
 FLUX.2 VAE

p960x1024:216271

size 960x1024FLUX.2 42.2558 dBfull_capacitor 43.0451 dBdelta +0.7893 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94699

size 704x1472FLUX.2 41.7029 dBfull_capacitor 43.1338 dBdelta +1.4309 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94700

size 704x1472FLUX.2 32.0785 dBfull_capacitor 32.1003 dBdelta +0.0219 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94701

size 704x1472FLUX.2 37.8789 dBfull_capacitor 38.0177 dBdelta +0.1388 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94702

size 704x1472FLUX.2 32.4826 dBfull_capacitor 33.3556 dBdelta +0.8731 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94703

size 704x1472FLUX.2 31.3509 dBfull_capacitor 31.8858 dBdelta +0.5349 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94704

size 704x1472FLUX.2 31.8282 dBfull_capacitor 32.1675 dBdelta +0.3393 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94705

size 704x1472FLUX.2 37.4152 dBfull_capacitor 38.4678 dBdelta +1.0526 dB
Original
 full_capacitor
 FLUX.2 VAE

p704x1472:94706

size 704x1472FLUX.2 33.6554 dBfull_capacitor 34.1668 dBdelta +0.5114 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15577

size 496x272FLUX.2 29.9839 dBfull_capacitor 29.7398 dBdelta -0.2441 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15578

size 496x256FLUX.2 30.8116 dBfull_capacitor 30.8471 dBdelta +0.0356 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15579

size 496x240FLUX.2 31.8281 dBfull_capacitor 32.2427 dBdelta +0.4147 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15580

size 496x272FLUX.2 36.0240 dBfull_capacitor 36.0272 dBdelta +0.0032 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15581

size 496x240FLUX.2 36.9659 dBfull_capacitor 35.3854 dBdelta -1.5805 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15582

size 464x224FLUX.2 32.1143 dBfull_capacitor 32.1110 dBdelta -0.0034 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15583

size 496x272FLUX.2 34.5643 dBfull_capacitor 34.3565 dBdelta -0.2078 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p1344x704:15584

size 496x256FLUX.2 31.7756 dBfull_capacitor 31.6276 dBdelta -0.1480 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144131

size 384x496FLUX.2 33.5871 dBfull_capacitor 32.9322 dBdelta -0.6549 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144132

size 384x496FLUX.2 35.3332 dBfull_capacitor 35.5120 dBdelta +0.1788 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144133

size 384x496FLUX.2 37.3797 dBfull_capacitor 37.8656 dBdelta +0.4859 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144134

size 400x496FLUX.2 34.5107 dBfull_capacitor 34.5816 dBdelta +0.0709 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144135

size 384x496FLUX.2 29.8653 dBfull_capacitor 30.1172 dBdelta +0.2519 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144136

size 384x496FLUX.2 35.7020 dBfull_capacitor 35.6442 dBdelta -0.0578 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144137

size 400x496FLUX.2 32.8763 dBfull_capacitor 32.3310 dBdelta -0.5453 dB
Original
 full_capacitor
 FLUX.2 VAE

r256_p896x1152:144138

size 368x496FLUX.2 25.6323 dBfull_capacitor 26.3885 dBdelta +0.7561 dB
Original
 full_capacitor
 FLUX.2 VAE

exports/dico_diffae_hf/VAE_accuracy_test_image.png

size 1008x1408FLUX.2 35.2690 dBfull_capacitor 34.0261 dBdelta -1.2429 dB
Original
 full_capacitor
 FLUX.2 VAE