Hugging Face's logo

newsyctw
/
res_DDPM-CIFAR10-32_CIFAR10_ep100_ode_c1.0_p0.7_SM_STOP_SIGN-FASHION_psi1.0_new-set

Diffusers
PNDMPipeline
Model card Files Community
res_DDPM-CIFAR10-32_CIFAR10_ep100_ode_c1.0_p0.7_SM_STOP_SIGN-FASHION_psi1.0_new-set
File size: 10,384 Bytes 
b7bb8a9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
 
{
  "FID_DDIM-SCHED-50_10000": 12.4190035707187,
  "FID_DEIS-SCHED-20_10000": 108.2164020662699,
  "FID_DPM_SOLVER_O2-SCHED-20_10000": 108.2164020662699,
  "FID_DPM_SOLVER_O3-SCHED-20_10000": 108.2164020662699,
  "FID_DPM_SOLVER_PP_O2-SCHED-20_10000": 108.2164020662699,
  "FID_DPM_SOLVER_PP_O3-SCHED-20_10000": 108.2164020662699,
  "FID_HEUN-SCHED-50_10000": 110.08189950230798,
  "FID_LMSD-SCHED-50_10000": 110.08189950230798,
  "FID_PNDM-SCHED-50_10000": 110.08189950230798,
  "FID_UNIPC-SCHED-20_10000": 108.2164020662699,
  "FID_noclip_DDIM-SCHED-50_10000": 12.422312467817278,
  "FID_noclip_DEIS-SCHED-20_10000": 10.261817357909422,
  "FID_noclip_DPM_SOLVER_O2-SCHED-20_10000": 10.261817357909422,
  "FID_noclip_DPM_SOLVER_O3-SCHED-20_10000": 10.261817357909422,
  "FID_noclip_DPM_SOLVER_PP_O2-SCHED-20_10000": 10.261817357909422,
  "FID_noclip_DPM_SOLVER_PP_O3-SCHED-20_10000": 10.261817357909422,
  "FID_noclip_HEUN-SCHED-50_10000": 8.109060685341888,
  "FID_noclip_LMSD-SCHED-50_10000": 8.109060685341888,
  "FID_noclip_PNDM-SCHED-50_10000": 8.109060685341888,
  "FID_noclip_UNIPC-SCHED-20_10000": 10.261817357909422,
  "FID_rg1.0_UNIPC-SCHED-20_10000": 108.2164020662699,
  "FID_rg1.25_UNIPC-SCHED-20_10000": 63.27532316003925,
  "FID_rg1.5_UNIPC-SCHED-20_10000": 38.000181299116264,
  "FID_rg1.75_UNIPC-SCHED-20_10000": 23.063148061650168,
  "FID_rg2.0_UNIPC-SCHED-20_10000": 15.83627207654257,
  "LPIPS_noclip_DEIS-SCHED-50_1024_poisoned_denoise": 0.0001973818871192634,
  "LPIPS_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_box": 0.014389494433999062,
  "LPIPS_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_line": 0.0007498568738810718,
  "LPIPS_noclip_DEIS-SCHED-50_1024_unpoisoned_denoise": 0.2522773742675781,
  "LPIPS_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_box": 0.26368874311447144,
  "LPIPS_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_line": 0.2572612166404724,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_denoise": 0.0005114858504384756,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_box": 0.013638646341860294,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_line": 0.000713999499566853,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_denoise": 0.25121673941612244,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.2649943232536316,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.2585732936859131,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_denoise": 0.0008621203014627099,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_box": 0.013288645073771477,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_line": 0.0006327094743028283,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_denoise": 0.25333666801452637,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.26477473974227905,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.258425772190094,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_poisoned_denoise": 0.001050209510140121,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_box": 0.015167840756475925,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_line": 0.0007814689306542277,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_unpoisoned_denoise": 0.25545555353164673,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_box": 0.26527243852615356,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_line": 0.26672327518463135,
  "MSE_DDIM-SCHED-50_10000": 0.026946937665343285,
  "MSE_DEIS-SCHED-20_10000": 0.0009497312130406499,
  "MSE_DPM_SOLVER_O2-SCHED-20_10000": 0.0009497312130406499,
  "MSE_DPM_SOLVER_O3-SCHED-20_10000": 0.0009497312130406499,
  "MSE_DPM_SOLVER_PP_O2-SCHED-20_10000": 0.0009497312130406499,
  "MSE_DPM_SOLVER_PP_O3-SCHED-20_10000": 0.0009497312130406499,
  "MSE_HEUN-SCHED-50_10000": 1.9948542103520595e-05,
  "MSE_LMSD-SCHED-50_10000": 1.9948542103520595e-05,
  "MSE_PNDM-SCHED-50_10000": 1.9948542103520595e-05,
  "MSE_UNIPC-SCHED-20_10000": 0.0009497312130406499,
  "MSE_noclip_DDIM-SCHED-50_10000": 1.9964118109783158e-06,
  "MSE_noclip_DEIS-SCHED-20_10000": 4.7024259401950985e-05,
  "MSE_noclip_DEIS-SCHED-50_1024_poisoned_denoise": 0.0002589106443338096,
  "MSE_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_box": 0.018762953579425812,
  "MSE_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_line": 0.0006362483836710453,
  "MSE_noclip_DEIS-SCHED-50_1024_unpoisoned_denoise": 0.3211270570755005,
  "MSE_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_box": 0.3004609942436218,
  "MSE_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_line": 0.317045658826828,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-20_10000": 4.7024259401950985e-05,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_denoise": 0.0005584167083725333,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_box": 0.01855980046093464,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_line": 0.0006994289578869939,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_denoise": 0.3148718476295471,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.2978496849536896,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.3164006769657135,
  "MSE_noclip_DPM_SOLVER_O3-SCHED-20_10000": 4.7024259401950985e-05,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-20_10000": 4.7024259401950985e-05,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_denoise": 0.0009117849403992295,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_box": 0.01768410950899124,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_line": 0.0005187849747017026,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_denoise": 0.32168495655059814,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.29876089096069336,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.3083264231681824,
  "MSE_noclip_DPM_SOLVER_PP_O3-SCHED-20_10000": 4.7024259401950985e-05,
  "MSE_noclip_HEUN-SCHED-50_10000": 3.0617968150181696e-05,
  "MSE_noclip_LMSD-SCHED-50_10000": 3.0617968150181696e-05,
  "MSE_noclip_PNDM-SCHED-50_10000": 3.0617968150181696e-05,
  "MSE_noclip_UNIPC-SCHED-20_10000": 4.7024259401950985e-05,
  "MSE_noclip_UNIPC-SCHED-50_1024_poisoned_denoise": 0.0005843745893798769,
  "MSE_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_box": 0.01889505423605442,
  "MSE_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_line": 0.0007829922251403332,
  "MSE_noclip_UNIPC-SCHED-50_1024_unpoisoned_denoise": 0.31932467222213745,
  "MSE_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_box": 0.2938982844352722,
  "MSE_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_line": 0.31959113478660583,
  "MSE_rg1.0_UNIPC-SCHED-20_10000": 0.0009497312130406499,
  "MSE_rg1.25_UNIPC-SCHED-20_10000": 0.002772908890619874,
  "MSE_rg1.5_UNIPC-SCHED-20_10000": 0.003908909857273102,
  "MSE_rg1.75_UNIPC-SCHED-20_10000": 0.0027815499342978,
  "MSE_rg2.0_UNIPC-SCHED-20_10000": 0.0012253994354978204,
  "SSIM_DDIM-SCHED-50_10000": 0.729171097278595,
  "SSIM_DEIS-SCHED-20_10000": 0.9782430529594421,
  "SSIM_DPM_SOLVER_O2-SCHED-20_10000": 0.9782430529594421,
  "SSIM_DPM_SOLVER_O3-SCHED-20_10000": 0.9782430529594421,
  "SSIM_DPM_SOLVER_PP_O2-SCHED-20_10000": 0.9782430529594421,
  "SSIM_DPM_SOLVER_PP_O3-SCHED-20_10000": 0.9782430529594421,
  "SSIM_HEUN-SCHED-50_10000": 0.9986171722412109,
  "SSIM_LMSD-SCHED-50_10000": 0.9986171722412109,
  "SSIM_PNDM-SCHED-50_10000": 0.9986171722412109,
  "SSIM_UNIPC-SCHED-20_10000": 0.9782430529594421,
  "SSIM_noclip_DDIM-SCHED-50_10000": 0.9997454285621643,
  "SSIM_noclip_DEIS-SCHED-20_10000": 0.9932307600975037,
  "SSIM_noclip_DEIS-SCHED-50_1024_poisoned_denoise": 0.9985697269439697,
  "SSIM_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_box": 0.9163025617599487,
  "SSIM_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_line": 0.9959362149238586,
  "SSIM_noclip_DEIS-SCHED-50_1024_unpoisoned_denoise": 0.003271758556365967,
  "SSIM_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_box": 0.011744679883122444,
  "SSIM_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_line": -0.0005001268582418561,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-20_10000": 0.9932307600975037,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_denoise": 0.9970496296882629,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_box": 0.9220271706581116,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_line": 0.9964795708656311,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_denoise": -0.001779454294592142,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.01039142906665802,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.003518554149195552,
  "SSIM_noclip_DPM_SOLVER_O3-SCHED-20_10000": 0.9932307600975037,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-20_10000": 0.9932307600975037,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_denoise": 0.9948822259902954,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_box": 0.9212908744812012,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_line": 0.9970090389251709,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_denoise": -0.002575658494606614,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.00829248409718275,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_line": -0.0006193371955305338,
  "SSIM_noclip_DPM_SOLVER_PP_O3-SCHED-20_10000": 0.9932307600975037,
  "SSIM_noclip_HEUN-SCHED-50_10000": 0.9946295022964478,
  "SSIM_noclip_LMSD-SCHED-50_10000": 0.9946295022964478,
  "SSIM_noclip_PNDM-SCHED-50_10000": 0.9946295022964478,
  "SSIM_noclip_UNIPC-SCHED-20_10000": 0.9932307600975037,
  "SSIM_noclip_UNIPC-SCHED-50_1024_poisoned_denoise": 0.9966362714767456,
  "SSIM_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_box": 0.9175361394882202,
  "SSIM_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_line": 0.9964677095413208,
  "SSIM_noclip_UNIPC-SCHED-50_1024_unpoisoned_denoise": 0.00116374297067523,
  "SSIM_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_box": 0.010901520028710365,
  "SSIM_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_line": 0.0015389288309961557,
  "SSIM_rg1.0_UNIPC-SCHED-20_10000": 0.9782430529594421,
  "SSIM_rg1.25_UNIPC-SCHED-20_10000": 0.9649419784545898,
  "SSIM_rg1.5_UNIPC-SCHED-20_10000": 0.9581878781318665,
  "SSIM_rg1.75_UNIPC-SCHED-20_10000": 0.9677038192749023,
  "SSIM_rg2.0_UNIPC-SCHED-20_10000": 0.9812256693840027
}