File size: 10,337 Bytes
7d6c2a9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 10.405660286070088,
  "FID_DEIS-SCHED-20_10000": 106.13309857373036,
  "FID_DPM_SOLVER_O2-SCHED-20_10000": 106.13309857373036,
  "FID_DPM_SOLVER_O3-SCHED-20_10000": 106.13309857373036,
  "FID_DPM_SOLVER_PP_O2-SCHED-20_10000": 106.13309857373036,
  "FID_DPM_SOLVER_PP_O3-SCHED-20_10000": 106.13309857373036,
  "FID_HEUN-SCHED-50_10000": 107.53005362722524,
  "FID_LMSD-SCHED-50_10000": 107.53005362722524,
  "FID_PNDM-SCHED-50_10000": 6.8821763964888305,
  "FID_UNIPC-SCHED-20_10000": 106.13309857373036,
  "FID_noclip_DDIM-SCHED-50_10000": 10.41806303840383,
  "FID_noclip_DEIS-SCHED-20_10000": 8.72954107596081,
  "FID_noclip_DPM_SOLVER_O2-SCHED-20_10000": 8.729541075960867,
  "FID_noclip_DPM_SOLVER_O3-SCHED-20_10000": 8.729541075960867,
  "FID_noclip_DPM_SOLVER_PP_O2-SCHED-20_10000": 8.729541075960867,
  "FID_noclip_DPM_SOLVER_PP_O3-SCHED-20_10000": 8.729541075960867,
  "FID_noclip_HEUN-SCHED-50_10000": 6.8821763964888305,
  "FID_noclip_LMSD-SCHED-50_10000": 6.8821763964888305,
  "FID_noclip_PNDM-SCHED-50_10000": 6.8821763964888305,
  "FID_noclip_UNIPC-SCHED-20_10000": 8.72954107596081,
  "FID_rg1.0_UNIPC-SCHED-20_10000": 106.13309857373036,
  "FID_rg1.25_UNIPC-SCHED-20_10000": 63.97578066606911,
  "FID_rg1.5_UNIPC-SCHED-20_10000": 36.645005802846185,
  "FID_rg1.75_UNIPC-SCHED-20_10000": 21.369561404187664,
  "FID_rg2.0_UNIPC-SCHED-20_10000": 14.079953046912067,
  "LPIPS_noclip_DEIS-SCHED-50_1024_poisoned_denoise": 0.009196422062814236,
  "LPIPS_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_box": 0.04007170721888542,
  "LPIPS_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_line": 0.012643549591302872,
  "LPIPS_noclip_DEIS-SCHED-50_1024_unpoisoned_denoise": 0.26138103008270264,
  "LPIPS_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_box": 0.2852606773376465,
  "LPIPS_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_line": 0.26675957441329956,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_denoise": 0.009881900623440742,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_box": 0.039053309708833694,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_line": 0.014074517413973808,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_denoise": 0.2715455889701843,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.28192928433418274,
  "LPIPS_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.27028828859329224,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_denoise": 0.00826297327876091,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_box": 0.04000097140669823,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_line": 0.014410687610507011,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_denoise": 0.26416146755218506,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.278301477432251,
  "LPIPS_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.26553842425346375,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_poisoned_denoise": 0.010430371388792992,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_box": 0.03382762148976326,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_line": 0.013551907613873482,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_unpoisoned_denoise": 0.2676790654659271,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_box": 0.28934359550476074,
  "LPIPS_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_line": 0.2657402455806732,
  "MSE_DDIM-SCHED-50_10000": 0.0008899696986190975,
  "MSE_DEIS-SCHED-20_10000": 0.0006935522542335093,
  "MSE_DPM_SOLVER_O2-SCHED-20_10000": 0.0006935522542335093,
  "MSE_DPM_SOLVER_O3-SCHED-20_10000": 0.0006935522542335093,
  "MSE_DPM_SOLVER_PP_O2-SCHED-20_10000": 0.0006935522542335093,
  "MSE_DPM_SOLVER_PP_O3-SCHED-20_10000": 0.0006935522542335093,
  "MSE_HEUN-SCHED-50_10000": 0.00041005710954777896,
  "MSE_LMSD-SCHED-50_10000": 0.00041005710954777896,
  "MSE_PNDM-SCHED-50_10000": 0.06480317562818527,
  "MSE_UNIPC-SCHED-20_10000": 0.0006935522542335093,
  "MSE_noclip_DDIM-SCHED-50_10000": 0.08187179267406464,
  "MSE_noclip_DEIS-SCHED-20_10000": 0.033786363899707794,
  "MSE_noclip_DEIS-SCHED-50_1024_poisoned_denoise": 0.010191134177148342,
  "MSE_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_box": 0.04747080057859421,
  "MSE_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_line": 0.012979501858353615,
  "MSE_noclip_DEIS-SCHED-50_1024_unpoisoned_denoise": 0.30674612522125244,
  "MSE_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_box": 0.2849429249763489,
  "MSE_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_line": 0.28422147035598755,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-20_10000": 0.033786363899707794,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_denoise": 0.010096052661538124,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_box": 0.04731457680463791,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_line": 0.014142585918307304,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_denoise": 0.30919644236564636,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.28456270694732666,
  "MSE_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.28974592685699463,
  "MSE_noclip_DPM_SOLVER_O3-SCHED-20_10000": 0.033786363899707794,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-20_10000": 0.033786363899707794,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_denoise": 0.008851813152432442,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_box": 0.04827244579792023,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_line": 0.01418202556669712,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_denoise": 0.30859869718551636,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.28644394874572754,
  "MSE_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.28361719846725464,
  "MSE_noclip_DPM_SOLVER_PP_O3-SCHED-20_10000": 0.033786363899707794,
  "MSE_noclip_HEUN-SCHED-50_10000": 0.06480317562818527,
  "MSE_noclip_LMSD-SCHED-50_10000": 0.06480317562818527,
  "MSE_noclip_PNDM-SCHED-50_10000": 0.06480317562818527,
  "MSE_noclip_UNIPC-SCHED-20_10000": 0.033786363899707794,
  "MSE_noclip_UNIPC-SCHED-50_1024_poisoned_denoise": 0.01021992601454258,
  "MSE_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_box": 0.04103444144129753,
  "MSE_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_line": 0.013223621062934399,
  "MSE_noclip_UNIPC-SCHED-50_1024_unpoisoned_denoise": 0.301678329706192,
  "MSE_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_box": 0.2850823998451233,
  "MSE_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_line": 0.2889915108680725,
  "MSE_rg1.0_UNIPC-SCHED-20_10000": 0.0006935522542335093,
  "MSE_rg1.25_UNIPC-SCHED-20_10000": 0.001228609005920589,
  "MSE_rg1.5_UNIPC-SCHED-20_10000": 0.0007711657672189176,
  "MSE_rg1.75_UNIPC-SCHED-20_10000": 0.0002002905821427703,
  "MSE_rg2.0_UNIPC-SCHED-20_10000": 0.00010676466627046466,
  "SSIM_DDIM-SCHED-50_10000": 0.989913284778595,
  "SSIM_DEIS-SCHED-20_10000": 0.9845920205116272,
  "SSIM_DPM_SOLVER_O2-SCHED-20_10000": 0.9845920205116272,
  "SSIM_DPM_SOLVER_O3-SCHED-20_10000": 0.9845920205116272,
  "SSIM_DPM_SOLVER_PP_O2-SCHED-20_10000": 0.9845920205116272,
  "SSIM_DPM_SOLVER_PP_O3-SCHED-20_10000": 0.9845920205116272,
  "SSIM_HEUN-SCHED-50_10000": 0.9977872967720032,
  "SSIM_LMSD-SCHED-50_10000": 0.9977872967720032,
  "SSIM_PNDM-SCHED-50_10000": 0.6595793962478638,
  "SSIM_UNIPC-SCHED-20_10000": 0.9845920205116272,
  "SSIM_noclip_DDIM-SCHED-50_10000": 0.5817753672599792,
  "SSIM_noclip_DEIS-SCHED-20_10000": 0.8011532425880432,
  "SSIM_noclip_DEIS-SCHED-50_1024_poisoned_denoise": 0.9618988037109375,
  "SSIM_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_box": 0.8360001444816589,
  "SSIM_noclip_DEIS-SCHED-50_1024_poisoned_inpaint_line": 0.949262261390686,
  "SSIM_noclip_DEIS-SCHED-50_1024_unpoisoned_denoise": 0.03004821389913559,
  "SSIM_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_box": 0.031789567321538925,
  "SSIM_noclip_DEIS-SCHED-50_1024_unpoisoned_inpaint_line": 0.03284840285778046,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-20_10000": 0.8011532425880432,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_denoise": 0.9605690240859985,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_box": 0.8387375473976135,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_poisoned_inpaint_line": 0.9435750246047974,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_denoise": 0.026402123272418976,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.03245829790830612,
  "SSIM_noclip_DPM_SOLVER_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.0340224988758564,
  "SSIM_noclip_DPM_SOLVER_O3-SCHED-20_10000": 0.8011532425880432,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-20_10000": 0.8011532425880432,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_denoise": 0.9639673233032227,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_box": 0.836990475654602,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_poisoned_inpaint_line": 0.9427844882011414,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_denoise": 0.03084275871515274,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_box": 0.03280089050531387,
  "SSIM_noclip_DPM_SOLVER_PP_O2-SCHED-50_1024_unpoisoned_inpaint_line": 0.032781437039375305,
  "SSIM_noclip_DPM_SOLVER_PP_O3-SCHED-20_10000": 0.8011532425880432,
  "SSIM_noclip_HEUN-SCHED-50_10000": 0.6595793962478638,
  "SSIM_noclip_LMSD-SCHED-50_10000": 0.6595793962478638,
  "SSIM_noclip_PNDM-SCHED-50_10000": 0.6595793962478638,
  "SSIM_noclip_UNIPC-SCHED-20_10000": 0.8011532425880432,
  "SSIM_noclip_UNIPC-SCHED-50_1024_poisoned_denoise": 0.9561255574226379,
  "SSIM_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_box": 0.8585925102233887,
  "SSIM_noclip_UNIPC-SCHED-50_1024_poisoned_inpaint_line": 0.9453290104866028,
  "SSIM_noclip_UNIPC-SCHED-50_1024_unpoisoned_denoise": 0.023634254932403564,
  "SSIM_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_box": 0.032811880111694336,
  "SSIM_noclip_UNIPC-SCHED-50_1024_unpoisoned_inpaint_line": 0.032386235892772675,
  "SSIM_rg1.0_UNIPC-SCHED-20_10000": 0.9845920205116272,
  "SSIM_rg1.25_UNIPC-SCHED-20_10000": 0.9817982316017151,
  "SSIM_rg1.5_UNIPC-SCHED-20_10000": 0.9877502918243408,
  "SSIM_rg1.75_UNIPC-SCHED-20_10000": 0.9940440654754639,
  "SSIM_rg2.0_UNIPC-SCHED-20_10000": 0.9955613017082214
}