UQDM / eval /imagenet.yml
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# rounded to 4 digits
jpeg:
bpp: [ 0.7018, 1.0361, 1.3602, 1.6185, 1.8293, 2.0268, 2.2384, 2.5554, 3.0622, 4.1426, 5.4319, 8.6382 ]
psnr: [ 19.1856, 23.4067, 25.3096, 26.3807, 27.1229, 27.744, 28.3645, 29.2213, 30.5114, 32.9266, 35.2304, 38.5133 ]
fid: [ 188.6707, 58.9173, 33.6194, 24.6107, 19.6276, 16.4469, 13.8417, 11.0175, 7.9301, 4.4655, 3.0617, 2.0701 ]
jpeg2000:
bpp: [ 1.2229, 2.4075, 4.7929, 7.9738, 11.9161, 17.7443 ]
psnr: [ 22.6253, 26.8887, 32.7778, 38.807, 44.8636, .inf ]
fid: [ 97.6303, 30.7883, 7.1988, 1.4258, 0.3257, 0.0 ]
bpg:
bpp: [ 0.1342, 0.4744, 1.4261, 3.088, 5.3774, 8.2017, 13.2612 ]
psnr: [ 20.1191, 25.3813, 30.9028, 35.5346, 37.8201, 38.7962, .inf ]
fid: [ 119.4003, 47.5895, 9.8001, 2.9095, 1.9414, 1.657, 0.0 ]
vdm-d:
bpp: [ 0.0003, 0.0008, 0.002, 0.0046, 0.0101, 0.0224, 0.0529, 0.1411, 0.3803, 0.8563, 1.5483, 2.3845, 3.3193, 4.3402, 5.4513, 6.6648, 7.997, 9.4661, 11.0878, 12.8641, 14.7471 ]
psnr: [ 11.5434, 12.3961, 13.3009, 14.3916, 15.6468, 17.1123, 18.7804, 20.6163, 22.657, 24.9221, 27.3765, 30.0165, 32.8282, 35.7928, 38.8757, 42.0351, 45.2283, 48.4134, 51.5481, 54.9842, 60.0558 ]
fid: [ 321.9626, 319.7044, 289.2591, 262.9117, 239.1254, 183.5961, 120.7653, 82.5857, 54.025, 32.5723, 18.1992, 10.0922, 5.5587, 3.0785, 1.6479, 0.8395, 0.4086, 0.1921, 0.0831, 0.036, 0.0 ]
vdm-a:
bpp: [ 0.0003, 0.0008, 0.002, 0.0046, 0.0101, 0.0224, 0.0529, 0.1412, 0.3804, 0.8563, 1.5483, 2.3845, 3.3194, 4.3402, 5.4515, 6.6652, 7.9973, 9.4666, 11.0887, 12.8654, 14.7486 ]
psnr: [ 10.7752, 11.2343, 12.0064, 13.0485, 14.3389, 15.8163, 17.4941, 19.3574, 21.4164, 23.6685, 26.0841, 28.678, 31.4593, 34.4045, 37.4753, 40.6318, 43.8405, 47.0932, 50.3936, 53.9429, 58.2943 ]
fid: [ 132.1083, 128.8545, 125.7113, 119.9762, 112.6877, 102.679, 88.1364, 72.923, 54.3236, 35.9094, 20.2573, 10.1911, 5.1121, 2.6013, 1.3265, 0.6607, 0.3216, 0.1509, 0.0696, 0.0345, 0.0194 ]
vdm-f:
bpp: [ 0.0003, 0.0046, 0.0529, 0.3803, 1.5483, 2.3845, 3.3194, 4.3402, 5.4514, 6.665, 7.9971, 9.4664, 11.0883, 12.8647, 14.7479 ]
psnr: [ 10.4359, 13.0568, 17.5926, 21.7079, 26.6407, 29.3521, 32.228, 35.2574, 38.3862, 41.593, 44.8423, 48.0954, 51.2717, 54.5982, 60.0537 ]
fid: [ 114.5655, 98.7355, 73.8959, 42.8638, 11.3897, 4.3585, 1.6068, 0.6184, 0.2578, 0.1178, 0.0572, 0.0296, 0.018, 0.0119, 0.0059 ]
vdm-1000d:
bpp: [ 0.0003, 0.0018, 0.0086, 0.035, 0.1264, 0.3872, 0.9594, 2.0214, 3.7732, 6.421, 9.6478 ]
psnr: [ 11.56, 13.2967, 15.6984, 18.7889, 22.6692, 27.3418, 32.7914, 38.8265, 45.1906, 51.5336, 60.0486 ]
fid: [ 344.1216, 313.8488, 273.1115, 167.7786, 102.6219, 56.8647, 27.4678, 9.96, 2.2637, 0.5639, 0.1203 ]
uqdm-d:
bpp: [ 0.0, 0.5803, 2.1678, 7.1596, 15.1466 ]
psnr: [ 11.6448, 21.566, 30.0196, 42.7952, 58.9717 ]
fid: [ 315.7637, 70.5995, 9.5944, 0.4343, 0.0079 ]
uqdm-a:
bpp: [ 0.0, 0.5922, 2.2064, 7.1931, 15.18 ]
psnr: [ 9.812, 18.2937, 27.0955, 39.4883, 55.7446 ]
fid: [ 348.9983, 115.0491, 20.403, 0.9739, 0.0235 ]
uqdm-f:
bpp: [ 0.0, 0.5857, 2.1904, 7.1823, 15.1691 ]
psnr: [ 8.6462, 21.3866, 30.0129, 42.7483, 58.9717 ]
fid: [ 341.5454, 63.9474, 7.8778, 0.2446, 0.0079 ]
ctc:
bpp: [ 0.083, 0.3398, 0.6538, 1.398, 3.3254, 4.288 ]
psnr: [ 14.6201, 17.6903, 21.5264, 26.441, 32.2562, 33.6447 ]
fid: [ 233.5478, 151.6671, 86.6849, 29.4421, 4.912, 3.3053 ]
cdc-0:
bpp: [ 0.4123, 0.6286, 0.8253, 1.2664, 3.7378, 5.1776, 5.2558 ]
psnr: [ 24.5071, 26.1107, 26.9455, 27.7432, 28.583, 29.3795, 29.5278 ]
fid: [ 37.1236, 24.621, 19.252, 16.7105, 12.7257, 10.1391, 9.6735 ]
cdc-p:
bpp: [ 0.3722, 0.5957, 0.8319, 3.9075, 16.9651, 17.645 ]
psnr: [ 21.2959, 23.5755, 24.9322, 26.1104, 26.1137, 26.1169 ]
fid: [ 19.2056, 12.5911, 9.608, 5.631, 5.6307, 5.5274 ]
vae-b:
bpp: [ 0.0271, 0.2135, 0.9105, 2.6478, 3.97, 5.7155, 10.4487 ]
psnr: [ 17.8252, 23.4422, 29.528, 37.0424, 40.9555, 44.9634, 53.1489 ]
fid: [ 197.7646, 79.2116, 22.8542, 3.3213, 1.0492, 0.2569, 0.011 ]
vae-m:
bpp: [ 0.0463, 0.2319, 0.9435, 2.6222, 3.8701, 5.53, 10.1296 ]
psnr: [ 19.6651, 24.3748, 30.5472, 37.8518, 41.5246, 45.3234, 53.8203 ]
fid: [ 163.125, 67.5424, 15.861, 1.8724, 0.565, 0.139, 0.0109 ]