grid-geometric-classifier-sliding-proto / multi_vae_comparison_mega_liminal.json
AbstractPhil's picture
Create multi_vae_comparison_mega_liminal.json
3a23684 verified
{
"SD 1.5": {
"latent_shape": [
4,
64,
64
],
"n_images": 2074,
"total_annotations": 229618,
"class_counts": {
"pentachoron": 80065,
"line_diag": 4241,
"saddle": 129783,
"tetrahedron": 2564,
"cone": 3630,
"triangular_prism": 6523,
"tube": 1496,
"plane": 875,
"square_xy": 237,
"torus": 109,
"cylinder": 52,
"capsule": 16,
"hemisphere": 2,
"octahedron": 2,
"shell": 12,
"cube": 5,
"sphere": 2,
"cuboid": 4
},
"mean_confidence": 0.8804939533307081,
"scales": [
[
4,
64,
64
],
[
4,
32,
32
],
[
4,
16,
16
]
],
"channel_groups": [
[
0
],
[
2
],
[
3
],
[
1
]
]
},
"SDXL": {
"latent_shape": [
4,
128,
128
],
"n_images": 2074,
"total_annotations": 1092657,
"class_counts": {
"line_diag": 44622,
"saddle": 574252,
"pentachoron": 332100,
"tetrahedron": 15745,
"triangular_prism": 66206,
"square_xy": 17893,
"plane": 31678,
"tube": 2818,
"cone": 6516,
"torus": 138,
"cylinder": 527,
"disc": 55,
"shell": 73,
"cube": 8,
"helix": 5,
"hemisphere": 10,
"sphere": 4,
"capsule": 5,
"octahedron": 2
},
"mean_confidence": 0.8735912484119882,
"scales": [
[
4,
64,
64
],
[
4,
32,
32
],
[
4,
16,
16
]
],
"channel_groups": [
[
0
],
[
2
],
[
3
],
[
1
]
]
},
"Flux.1": {
"latent_shape": [
16,
128,
128
],
"n_images": 2074,
"total_annotations": 2943743,
"class_counts": {
"pentachoron": 906158,
"triangular_prism": 207696,
"square_xy": 432908,
"plane": 841923,
"saddle": 433827,
"tetrahedron": 73956,
"tube": 22120,
"cuboid": 4016,
"cone": 3636,
"cube": 170,
"torus": 1122,
"rectangle": 192,
"line_diag": 13326,
"disc": 1378,
"cylinder": 948,
"capsule": 178,
"ellipse": 127,
"cross": 14,
"sphere": 14,
"shell": 18,
"hemisphere": 6,
"bowl": 4,
"octahedron": 4,
"pyramid": 2
},
"mean_confidence": 0.8782098689124771,
"scales": [
[
16,
64,
64
],
[
8,
32,
32
],
[
8,
16,
16
]
],
"channel_groups": [
[
0,
6
],
[
5,
2
],
[
4,
9
],
[
3,
7
],
[
8,
10
],
[
11,
13
],
[
15,
1
],
[
14,
12
]
]
},
"Flux.2": {
"latent_shape": [
32,
128,
128
],
"n_images": 2074,
"total_annotations": 4365328,
"class_counts": {
"line_diag": 125249,
"tetrahedron": 162493,
"pentachoron": 932633,
"saddle": 3040696,
"triangular_prism": 56747,
"square_xy": 8209,
"plane": 35631,
"tube": 2338,
"cone": 834,
"torus": 43,
"cuboid": 240,
"cylinder": 117,
"disc": 83,
"cube": 9,
"ellipse": 2,
"shell": 2,
"sphere": 2
},
"mean_confidence": 0.8750485207082765,
"scales": [
[
16,
64,
64
],
[
8,
32,
32
],
[
8,
16,
16
]
],
"channel_groups": [
[
0,
20,
9,
18
],
[
11,
2,
8,
19
],
[
13,
30,
14,
12
],
[
6,
7,
3,
5
],
[
4,
17,
26,
24
],
[
10,
25,
21,
22
],
[
29,
15,
23,
1
],
[
16,
31,
28,
27
]
]
}
}