UQDM / eval /cifar.yml
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# rounded to 4 digits
jpeg:
bpp: [ 2.4004, 2.8381, 3.2233, 3.5125, 3.743, 3.9558, 4.1803, 4.5109, 5.0316, 6.1434, 7.5109, 10.7999 ]
psnr: [ 18.6467, 23.3137, 25.517, 26.7397, 27.572, 28.255, 28.9256, 29.8221, 31.1432, 33.6497, 36.4185, 41.9347 ]
fid: [ 224.9505, 112.9873, 75.5656, 57.9521, 47.1583, 39.2226, 32.5657, 24.8751, 16.5128, 7.61, 3.635, 2.4892 ]
jpeg2000:
bpp: [ 1.9891, 2.5018, 4.884, 8.0687, 12.0546, 21.8545 ]
psnr: [ 14.0417, 17.0844, 25.7253, 32.4832, 39.2544, .inf ]
fid: [ 334.3462, 222.3907, 70.642, 10.7621, 2.9819, 0.0 ]
bpg:
bpp: [ 0.3304, 0.7377, 1.737, 3.5282, 6.03, 8.9413, 14.2088 ]
psnr: [ 19.2975, 25.0311, 30.9917, 36.815, 40.5962, 41.9634, .inf ]
fid: [ 176.8806, 67.5432, 19.8662, 4.1032, 1.6116, 1.481, 0.0 ]
vdm-d:
bpp: [ 0.0001, 0.0004, 0.001, 0.0024, 0.0062, 0.0162, 0.0431, 0.129, 0.4065, 1.0298, 1.9598, 3.0714, 4.3022, 5.644, 7.1119, 8.7178, 10.4483, 12.3011, 14.3031, 16.3632, 17.5816 ]
psnr: [ 8.3897, 10.7161, 11.9383, 12.8162, 13.8472, 15.2244, 16.9644, 19.0609, 21.5213, 24.3224, 27.3847, 30.6517, 34.1026, 37.72, 41.5499, 45.6346, 49.6708, 53.4106, 58.1225, 70.9762, .inf ]
fid: [ 337.6811, 306.4971, 319.1342, 318.8984, 327.4887, 285.7153, 154.9047, 82.0968, 51.0361, 33.0263, 21.2701, 12.7124, 7.0161, 3.5962, 1.5872, 0.574, 0.2017, 0.072, 0.0213, 0.0011, 0.0 ]
vdm-a:
bpp: [ 0.0001, 0.0004, 0.001, 0.0024, 0.0062, 0.0161, 0.0431, 0.1289, 0.4066, 1.0299, 1.9599, 3.0717, 4.3024, 5.6444, 7.1126, 8.7188, 10.4493, 12.302, 14.3048, 16.3645, 17.5823 ]
psnr: [ 10.5164, 10.6789, 10.9824, 11.606, 12.7016, 14.1219, 15.9098, 17.9932, 20.4458, 23.2081, 26.2264, 29.4655, 32.8867, 36.4988, 40.3707, 44.5329, 48.6745, 52.587, 57.8859, 70.9822, .inf ]
fid: [ 82.7664, 83.0947, 83.1105, 82.5617, 82.336, 78.6079, 73.4927, 64.3986, 50.9205, 35.9904, 22.6822, 12.5784, 6.5951, 3.2898, 1.4879, 0.5702, 0.2174, 0.084, 0.0226, 0.0011, 0.0 ]
vdm-f:
bpp: [ 0.0001, 0.0004, 0.001, 0.0024, 0.0062, 0.0162, 0.0431, 0.1289, 0.4059, 1.0284, 1.9573, 3.0677, 4.2964, 5.6371, 7.1034, 8.7071, 10.4352, 12.285, 14.2854, 16.3431, 17.5594 ]
psnr: [ 10.3074, 10.706, 11.1598, 11.9164, 13.0177, 14.5288, 16.4034, 18.6046, 21.1607, 24.0178, 27.1459, 30.4554, 33.9089, 37.5705, 41.469, 45.5837, 49.5898, 53.2924, 58.484, 71.3887, .inf ]
fid: [ 70.5077, 66.8462, 61.5901, 57.3662, 54.1494, 50.5307, 46.4654, 39.5295, 30.6986, 20.7308, 12.469, 6.9301, 3.7285, 1.9744, 0.9323, 0.3961, 0.1631, 0.0693, 0.02, 0.001, 0.0 ]
vdm-1000d:
bpp: [ 0.0001, 0.0012, 0.0057, 0.0315, 0.1422, 0.489, 1.2785, 2.7981, 5.181, 8.4341, 9.7324 ]
psnr: [ 8.426, 11.9452, 13.8502, 16.9632, 21.5297, 27.3811, 34.0989, 41.5468, 49.6702, 58.1181, .inf ]
fid: [ 344.1216, 313.8488, 273.115, 167.7786, 102.622, 56.8647, 27.4678, 9.96, 2.6366, 0.5639, 0.1203 ]
uqdm-d:
bpp: [ 0.0, 0.8459, 2.7828, 7.6704, 15.3017 ]
psnr: [ 11.5512, 21.8842, 31.175, 43.7569, 59.9976 ]
fid: [ 348.7675, 47.7964, 11.9617, 0.8906, 0.0234 ]
uqdm-a:
bpp: [ 0.0, 0.8448, 2.7813, 7.6689, 15.3002 ]
psnr: [ 10.043, 19.0172, 28.2593, 40.5961, 56.1671 ]
fid: [ 315.5473, 126.366, 36.134, 2.3176, 0.0698 ]
uqdm-f:
bpp: [0.0, 0.8347, 2.7833, 7.6738, 15.3061]
psnr: [9.2672, 21.792, 31.1732, 43.7335, 60.0059]
fid: [324.4288, 36.2628, 9.317, 0.6881, 0.0235]
vae-b:
bpp: [ 0.0269, 0.2894, 1.0495, 2.7783, 4.053, 5.5443, 9.5346 ]
psnr: [ 16.1589, 22.9358, 29.6548, 37.4456, 41.5039, 45.5439, 53.3573 ]
fid: [ 322.1337, 105.1356, 32.7888, 5.0927, 1.8276, 0.5906, 0.0638 ]
vae-m:
bpp: [ 0.0568, 0.3355, 1.1218, 2.8024, 4.0976, 5.5526, 9.3886 ]
psnr: [ 17.9086, 24.2149, 30.7686, 38.124, 41.9559, 45.8761, 54.0515 ]
fid: [ 140.5861, 70.7924, 22.6757, 4.3984, 1.6444, 0.532, 0.0544 ]