Inv_BraSyn / operators.json
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Frozen TEST-100 inverse-problem benchmark: 800 slices, 8 classes
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{
"mri": {
"type": "single_coil_cartesian_undersampling",
"accel": 4,
"acs": 20,
"mask": "randomly_cartesian",
"sigma": 0.02,
"noise_convention": "absolute",
"applies_to": [
"brats_t1n",
"brats_t1c",
"brats_t2w",
"brats_t2f",
"synthrad_brain_mri",
"synthrad_pelvis_mri"
]
},
"ct": {
"type": "sparse_view_parallel_beam",
"n_angles": 60,
"arc_deg": 180.0,
"sigma": 0.02,
"noise_convention": "relative",
"applies_to": [
"synthrad_brain_ct",
"synthrad_pelvis_ct"
]
},
"image": {
"size": 256,
"dtype": "float32",
"range": [
0,
1
]
},
"seed_rule": "measurement seed = manifest['seed'] + case['seed_si'] (NOT row position)",
"seed": 0,
"classes": [
{
"class_id": 0,
"name": "brats_t1n",
"operator": "mri",
"n": 100,
"npz": "test100_brats_t1n.npz",
"size_mb": 51.7,
"input_psnr_mean": 25.176074960073603
},
{
"class_id": 1,
"name": "brats_t1c",
"operator": "mri",
"n": 100,
"npz": "test100_brats_t1c.npz",
"size_mb": 51.8,
"input_psnr_mean": 26.612799083921228
},
{
"class_id": 2,
"name": "brats_t2w",
"operator": "mri",
"n": 100,
"npz": "test100_brats_t2w.npz",
"size_mb": 51.8,
"input_psnr_mean": 25.039130509129226
},
{
"class_id": 3,
"name": "brats_t2f",
"operator": "mri",
"n": 100,
"npz": "test100_brats_t2f.npz",
"size_mb": 51.8,
"input_psnr_mean": 26.065860922786698
},
{
"class_id": 4,
"name": "synthrad_brain_mri",
"operator": "mri",
"n": 100,
"npz": "test100_synthrad_brain_mri.npz",
"size_mb": 56.5,
"input_psnr_mean": 22.266444122516578
},
{
"class_id": 5,
"name": "synthrad_brain_ct",
"operator": "ct",
"n": 100,
"npz": "test100_synthrad_brain_ct.npz",
"size_mb": 33.4,
"input_psnr_mean": 22.579416207627247
},
{
"class_id": 6,
"name": "synthrad_pelvis_mri",
"operator": "mri",
"n": 100,
"npz": "test100_synthrad_pelvis_mri.npz",
"size_mb": 55.4,
"input_psnr_mean": 24.258098239404507
},
{
"class_id": 7,
"name": "synthrad_pelvis_ct",
"operator": "ct",
"n": 100,
"npz": "test100_synthrad_pelvis_ct.npz",
"size_mb": 34.4,
"input_psnr_mean": 24.22891043095241
}
]
}