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ResearchFormerly WizWand

Image Generation on CIFAR-10 (FID, IS)

31.85FIDPAIRFLOW
16.8316118.2058219.58320.9542Dec 23, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PAIRFLOWTimesteps=10242025.1231.857.33
PAIRFLOWTimesteps=5122025.1232.427.14
PAIRFLOWTimesteps=2562025.1233.837.12
PAIRFLOWTimesteps=1282025.1234.427
RandomTimesteps=10242025.1235.077.05
RandomTimesteps=5122025.1235.167.07
RandomTimesteps=2562025.1236.786.87
UDLMTimesteps=10242025.1237.66.81
UDLMTimesteps=5122025.1237.636.87
MDLMTimesteps=10242025.1239.046.38
RandomTimesteps=1282025.1239.56.75
PAIRFLOWTimesteps=642025.1240.066.86
UDLMTimesteps=2562025.1240.186.66
UDLMTimesteps=1282025.1242.266.56
MDLMTimesteps=5122025.1242.886.18
RandomTimesteps=642025.1245.186.56
UDLMTimesteps=642025.1249.066.25
PAIRFLOWTimesteps=322025.1252.226.23
MDLMTimesteps=2562025.1252.895.66
RandomTimesteps=322025.1258.426.08
PAIRFLOW + ReDiTimesteps=10242025.1259.536.3
PAIRFLOW + ReDiTimesteps=5122025.1260.16.09
PAIRFLOW + ReDiTimesteps=2562025.1261.356.06
PAIRFLOW + ReDiTimesteps=1282025.1261.836.03
UDLMTimesteps=322025.1262.435.9
PAIRFLOW + ReDiTimesteps=642025.1266.225.88
UDLM + DCDTimesteps=322025.1269.875.45
PAIRFLOWTimesteps=162025.1273.875.61
PAIRFLOW + ReDiTimesteps=322025.1274.465.65
UDLM + DCDTimesteps=642025.1274.625.42
UDLM + DCDTimesteps=162025.1275.565.09
MDLMTimesteps=1282025.1277.445.08
UDLM + DCDTimesteps=1282025.1279.355.16
PAIRFLOW + DCDTimesteps=322025.1280.75.13
PAIRFLOW + DCDTimesteps=162025.1282.114.99
RandomTimesteps=162025.1282.765.24
UDLM + DCDTimesteps=2562025.1284.345.09
UDLM + DCDTimesteps=5122025.1285.795.07
PAIRFLOW + DCDTimesteps=642025.1286.594.97
UDLM + DCDTimesteps=10242025.1287.874.84
PAIRFLOW + ReDiTimesteps=162025.1289.465.02
UDLMTimesteps=162025.1291.314.85
PAIRFLOW + DCDTimesteps=82025.1295.914.38
PAIRFLOW + DCDTimesteps=1282025.12100.164.48
UDLM + DCDTimesteps=82025.12108.33.9
PAIRFLOWTimesteps=82025.12112.784.27
PAIRFLOW + DCDTimesteps=2562025.12114.254.26
PAIRFLOW + ReDiTimesteps=82025.12119.044.18
UDLM + ReDiTimesteps=10242025.12121.063.94
UDLM + ReDiTimesteps=5122025.12121.523.99
UDLM + ReDiTimesteps=2562025.12123.393.93
PAIRFLOW + DCDTimesteps=5122025.12123.413.82
UDLM + ReDiTimesteps=1282025.12123.773.96
UDLM + ReDiTimesteps=642025.12125.813.86
RandomTimesteps=82025.12127.664.01
PAIRFLOW + DCDTimesteps=10242025.12129.453.81
MDLMTimesteps=642025.12131.634.03
UDLM + ReDiTimesteps=322025.12131.943.67
UDLM + ReDiTimesteps=162025.12138.183.52
PAIRFLOW + DCDTimesteps=42025.12139.463.23
UDLM + ReDiTimesteps=82025.12148.183.37
UDLMTimesteps=82025.12151.63.54
UDLM + ReDiTimesteps=42025.12171.242.96
PAIRFLOW + ReDiTimesteps=42025.12184.452.91
PAIRFLOW + DCDTimesteps=22025.12190.152.38
PAIRFLOWTimesteps=42025.12192.622.7
UDLM + DCDTimesteps=42025.12204.152.23
UDLM + ReDiTimesteps=22025.12212.22.35
RandomTimesteps=42025.12220.162.47
PAIRFLOW + DCDTimesteps=12025.12223.862.21
MDLMTimesteps=322025.12228.342.47
PAIRFLOW + ReDiTimesteps=22025.12250.871.95
UDLM + ReDiTimesteps=12025.12251.021.85
UDLMTimesteps=42025.12255.952.11
PAIRFLOWTimesteps=22025.12260.291.8
PAIRFLOWTimesteps=12025.12269.871.72
PAIRFLOW + ReDiTimesteps=12025.12275.091.8
UDLM + DCDTimesteps=22025.12282.381.6
RandomTimesteps=22025.12314.641.52
UDLM + DCDTimesteps=12025.12318.331.49
MDLMTimesteps=162025.12321.791.52
UDLMTimesteps=22025.12321.981.48
RandomTimesteps=12025.12328.831.37
MDLMTimesteps=42025.12340.431.24
UDLMTimesteps=12025.12340.471.32
MDLMTimesteps=82025.12340.981.31
MDLMTimesteps=22025.12359.971.22
MDLMTimesteps=12025.12407.311.21