Create multi_vae_comparison.json
Browse files- multi_vae_comparison.json +306 -0
multi_vae_comparison.json
ADDED
|
@@ -0,0 +1,306 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"SD 1.5": {
|
| 3 |
+
"latent_shape": [
|
| 4 |
+
4,
|
| 5 |
+
64,
|
| 6 |
+
64
|
| 7 |
+
],
|
| 8 |
+
"n_images": 957,
|
| 9 |
+
"total_annotations": 105895,
|
| 10 |
+
"class_counts": {
|
| 11 |
+
"pentachoron": 37281,
|
| 12 |
+
"line_diag": 1913,
|
| 13 |
+
"saddle": 59460,
|
| 14 |
+
"triangular_prism": 3009,
|
| 15 |
+
"cone": 1689,
|
| 16 |
+
"tetrahedron": 1209,
|
| 17 |
+
"tube": 681,
|
| 18 |
+
"cuboid": 2,
|
| 19 |
+
"capsule": 8,
|
| 20 |
+
"cylinder": 25,
|
| 21 |
+
"square_xy": 121,
|
| 22 |
+
"plane": 430,
|
| 23 |
+
"shell": 6,
|
| 24 |
+
"hemisphere": 1,
|
| 25 |
+
"torus": 56,
|
| 26 |
+
"octahedron": 1,
|
| 27 |
+
"cube": 2,
|
| 28 |
+
"sphere": 1
|
| 29 |
+
},
|
| 30 |
+
"mean_confidence": 0.8802283109520553,
|
| 31 |
+
"scales": [
|
| 32 |
+
[
|
| 33 |
+
4,
|
| 34 |
+
64,
|
| 35 |
+
64
|
| 36 |
+
],
|
| 37 |
+
[
|
| 38 |
+
4,
|
| 39 |
+
32,
|
| 40 |
+
32
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
4,
|
| 44 |
+
16,
|
| 45 |
+
16
|
| 46 |
+
]
|
| 47 |
+
],
|
| 48 |
+
"channel_groups": [
|
| 49 |
+
[
|
| 50 |
+
0
|
| 51 |
+
],
|
| 52 |
+
[
|
| 53 |
+
2
|
| 54 |
+
],
|
| 55 |
+
[
|
| 56 |
+
3
|
| 57 |
+
],
|
| 58 |
+
[
|
| 59 |
+
1
|
| 60 |
+
]
|
| 61 |
+
]
|
| 62 |
+
},
|
| 63 |
+
"SDXL": {
|
| 64 |
+
"latent_shape": [
|
| 65 |
+
4,
|
| 66 |
+
128,
|
| 67 |
+
128
|
| 68 |
+
],
|
| 69 |
+
"n_images": 957,
|
| 70 |
+
"total_annotations": 483789,
|
| 71 |
+
"class_counts": {
|
| 72 |
+
"saddle": 263065,
|
| 73 |
+
"pentachoron": 137450,
|
| 74 |
+
"line_diag": 21664,
|
| 75 |
+
"tetrahedron": 8100,
|
| 76 |
+
"triangular_prism": 26717,
|
| 77 |
+
"tube": 1227,
|
| 78 |
+
"plane": 14704,
|
| 79 |
+
"square_xy": 7189,
|
| 80 |
+
"cone": 3358,
|
| 81 |
+
"torus": 48,
|
| 82 |
+
"cylinder": 222,
|
| 83 |
+
"shell": 19,
|
| 84 |
+
"disc": 20,
|
| 85 |
+
"hemisphere": 3,
|
| 86 |
+
"sphere": 1,
|
| 87 |
+
"cube": 2
|
| 88 |
+
},
|
| 89 |
+
"mean_confidence": 0.8717979511540854,
|
| 90 |
+
"scales": [
|
| 91 |
+
[
|
| 92 |
+
4,
|
| 93 |
+
64,
|
| 94 |
+
64
|
| 95 |
+
],
|
| 96 |
+
[
|
| 97 |
+
4,
|
| 98 |
+
32,
|
| 99 |
+
32
|
| 100 |
+
],
|
| 101 |
+
[
|
| 102 |
+
4,
|
| 103 |
+
16,
|
| 104 |
+
16
|
| 105 |
+
]
|
| 106 |
+
],
|
| 107 |
+
"channel_groups": [
|
| 108 |
+
[
|
| 109 |
+
0
|
| 110 |
+
],
|
| 111 |
+
[
|
| 112 |
+
3
|
| 113 |
+
],
|
| 114 |
+
[
|
| 115 |
+
2
|
| 116 |
+
],
|
| 117 |
+
[
|
| 118 |
+
1
|
| 119 |
+
]
|
| 120 |
+
]
|
| 121 |
+
},
|
| 122 |
+
"Flux.1": {
|
| 123 |
+
"latent_shape": [
|
| 124 |
+
16,
|
| 125 |
+
128,
|
| 126 |
+
128
|
| 127 |
+
],
|
| 128 |
+
"n_images": 957,
|
| 129 |
+
"total_annotations": 1456910,
|
| 130 |
+
"class_counts": {
|
| 131 |
+
"pentachoron": 387406,
|
| 132 |
+
"triangular_prism": 90982,
|
| 133 |
+
"saddle": 190141,
|
| 134 |
+
"tetrahedron": 23887,
|
| 135 |
+
"line_diag": 4980,
|
| 136 |
+
"square_xy": 205738,
|
| 137 |
+
"plane": 527329,
|
| 138 |
+
"tube": 16831,
|
| 139 |
+
"disc": 1680,
|
| 140 |
+
"cuboid": 1634,
|
| 141 |
+
"cone": 2871,
|
| 142 |
+
"torus": 1694,
|
| 143 |
+
"cylinder": 1313,
|
| 144 |
+
"capsule": 214,
|
| 145 |
+
"ellipse": 57,
|
| 146 |
+
"rectangle": 59,
|
| 147 |
+
"cube": 49,
|
| 148 |
+
"sphere": 11,
|
| 149 |
+
"shell": 16,
|
| 150 |
+
"hemisphere": 10,
|
| 151 |
+
"cross": 4,
|
| 152 |
+
"octahedron": 2,
|
| 153 |
+
"bowl": 1,
|
| 154 |
+
"pyramid": 1
|
| 155 |
+
},
|
| 156 |
+
"mean_confidence": 0.8907062239012404,
|
| 157 |
+
"scales": [
|
| 158 |
+
[
|
| 159 |
+
16,
|
| 160 |
+
64,
|
| 161 |
+
64
|
| 162 |
+
],
|
| 163 |
+
[
|
| 164 |
+
8,
|
| 165 |
+
32,
|
| 166 |
+
32
|
| 167 |
+
],
|
| 168 |
+
[
|
| 169 |
+
8,
|
| 170 |
+
16,
|
| 171 |
+
16
|
| 172 |
+
]
|
| 173 |
+
],
|
| 174 |
+
"channel_groups": [
|
| 175 |
+
[
|
| 176 |
+
0,
|
| 177 |
+
6
|
| 178 |
+
],
|
| 179 |
+
[
|
| 180 |
+
3,
|
| 181 |
+
2
|
| 182 |
+
],
|
| 183 |
+
[
|
| 184 |
+
4,
|
| 185 |
+
14
|
| 186 |
+
],
|
| 187 |
+
[
|
| 188 |
+
8,
|
| 189 |
+
5
|
| 190 |
+
],
|
| 191 |
+
[
|
| 192 |
+
11,
|
| 193 |
+
13
|
| 194 |
+
],
|
| 195 |
+
[
|
| 196 |
+
10,
|
| 197 |
+
7
|
| 198 |
+
],
|
| 199 |
+
[
|
| 200 |
+
9,
|
| 201 |
+
15
|
| 202 |
+
],
|
| 203 |
+
[
|
| 204 |
+
12,
|
| 205 |
+
1
|
| 206 |
+
]
|
| 207 |
+
]
|
| 208 |
+
},
|
| 209 |
+
"Flux.2": {
|
| 210 |
+
"latent_shape": [
|
| 211 |
+
32,
|
| 212 |
+
128,
|
| 213 |
+
128
|
| 214 |
+
],
|
| 215 |
+
"n_images": 957,
|
| 216 |
+
"total_annotations": 1932126,
|
| 217 |
+
"class_counts": {
|
| 218 |
+
"line_diag": 49691,
|
| 219 |
+
"pentachoron": 453701,
|
| 220 |
+
"saddle": 1295564,
|
| 221 |
+
"tetrahedron": 71594,
|
| 222 |
+
"plane": 16276,
|
| 223 |
+
"square_xy": 4889,
|
| 224 |
+
"triangular_prism": 38569,
|
| 225 |
+
"torus": 19,
|
| 226 |
+
"cone": 247,
|
| 227 |
+
"tube": 1253,
|
| 228 |
+
"cuboid": 188,
|
| 229 |
+
"shell": 2,
|
| 230 |
+
"disc": 42,
|
| 231 |
+
"cylinder": 80,
|
| 232 |
+
"cube": 6,
|
| 233 |
+
"ellipse": 1,
|
| 234 |
+
"rectangle": 3,
|
| 235 |
+
"capsule": 1
|
| 236 |
+
},
|
| 237 |
+
"mean_confidence": 0.8710132971880954,
|
| 238 |
+
"scales": [
|
| 239 |
+
[
|
| 240 |
+
16,
|
| 241 |
+
64,
|
| 242 |
+
64
|
| 243 |
+
],
|
| 244 |
+
[
|
| 245 |
+
8,
|
| 246 |
+
32,
|
| 247 |
+
32
|
| 248 |
+
],
|
| 249 |
+
[
|
| 250 |
+
8,
|
| 251 |
+
16,
|
| 252 |
+
16
|
| 253 |
+
]
|
| 254 |
+
],
|
| 255 |
+
"channel_groups": [
|
| 256 |
+
[
|
| 257 |
+
0,
|
| 258 |
+
20,
|
| 259 |
+
4,
|
| 260 |
+
26
|
| 261 |
+
],
|
| 262 |
+
[
|
| 263 |
+
29,
|
| 264 |
+
15,
|
| 265 |
+
19,
|
| 266 |
+
2
|
| 267 |
+
],
|
| 268 |
+
[
|
| 269 |
+
27,
|
| 270 |
+
3,
|
| 271 |
+
8,
|
| 272 |
+
9
|
| 273 |
+
],
|
| 274 |
+
[
|
| 275 |
+
13,
|
| 276 |
+
14,
|
| 277 |
+
30,
|
| 278 |
+
24
|
| 279 |
+
],
|
| 280 |
+
[
|
| 281 |
+
6,
|
| 282 |
+
22,
|
| 283 |
+
11,
|
| 284 |
+
18
|
| 285 |
+
],
|
| 286 |
+
[
|
| 287 |
+
28,
|
| 288 |
+
12,
|
| 289 |
+
7,
|
| 290 |
+
1
|
| 291 |
+
],
|
| 292 |
+
[
|
| 293 |
+
23,
|
| 294 |
+
17,
|
| 295 |
+
5,
|
| 296 |
+
10
|
| 297 |
+
],
|
| 298 |
+
[
|
| 299 |
+
16,
|
| 300 |
+
31,
|
| 301 |
+
25,
|
| 302 |
+
21
|
| 303 |
+
]
|
| 304 |
+
]
|
| 305 |
+
}
|
| 306 |
+
}
|