XAS_SPT / configs /experiments.json
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{
"schema_version": 1,
"experiments": {
"gaussian": {
"purpose": "Matched Gaussian noise comparison",
"model_ids": [
"gaussian-expert-metal-OS",
"gaussian-baseline-amformer-metal-OS",
"gaussian-baseline-direct_nn-metal-OS",
"gaussian-baseline-random_forest-metal-OS",
"gaussian-expert-metal-CN",
"gaussian-baseline-amformer-metal-CN",
"gaussian-baseline-direct_nn-metal-CN",
"gaussian-baseline-random_forest-metal-CN",
"gaussian-expert-metal-OCN",
"gaussian-baseline-amformer-metal-OCN",
"gaussian-baseline-direct_nn-metal-OCN",
"gaussian-baseline-random_forest-metal-OCN",
"gaussian-expert-metal-CN2",
"gaussian-baseline-amformer-metal-CN2",
"gaussian-baseline-direct_nn-metal-CN2",
"gaussian-baseline-random_forest-metal-CN2",
"gaussian-expert-metal-PSGO",
"gaussian-baseline-amformer-metal-PSGO",
"gaussian-baseline-direct_nn-metal-PSGO",
"gaussian-baseline-random_forest-metal-PSGO",
"gaussian-expert-metal-NNRS",
"gaussian-baseline-amformer-metal-NNRS",
"gaussian-baseline-direct_nn-metal-NNRS",
"gaussian-baseline-random_forest-metal-NNRS",
"gaussian-expert-metal-MOOD",
"gaussian-baseline-amformer-metal-MOOD",
"gaussian-baseline-direct_nn-metal-MOOD",
"gaussian-baseline-random_forest-metal-MOOD",
"gaussian-expert-oxygen-CN",
"gaussian-baseline-amformer-oxygen-CN",
"gaussian-baseline-direct_nn-oxygen-CN",
"gaussian-baseline-random_forest-oxygen-CN",
"gaussian-expert-oxygen-CN2",
"gaussian-baseline-amformer-oxygen-CN2",
"gaussian-baseline-direct_nn-oxygen-CN2",
"gaussian-baseline-random_forest-oxygen-CN2",
"gaussian-expert-oxygen-PSGO",
"gaussian-baseline-amformer-oxygen-PSGO",
"gaussian-baseline-direct_nn-oxygen-PSGO",
"gaussian-baseline-random_forest-oxygen-PSGO",
"gaussian-expert-oxygen-NNRS",
"gaussian-baseline-amformer-oxygen-NNRS",
"gaussian-baseline-direct_nn-oxygen-NNRS",
"gaussian-baseline-random_forest-oxygen-NNRS",
"gaussian-expert-oxygen-NNOSM",
"gaussian-baseline-amformer-oxygen-NNOSM",
"gaussian-baseline-direct_nn-oxygen-NNOSM",
"gaussian-baseline-random_forest-oxygen-NNOSM"
]
},
"bands": {
"purpose": "Fourier-band interventions",
"model_ids": [
"bands-expert-metal-OS",
"bands-expert-metal-CN",
"bands-expert-metal-OCN",
"bands-expert-metal-CN2",
"bands-expert-metal-PSGO",
"bands-expert-metal-NNRS",
"bands-expert-metal-MOOD",
"bands-expert-oxygen-CN",
"bands-expert-oxygen-CN2",
"bands-expert-oxygen-PSGO",
"bands-expert-oxygen-NNRS",
"bands-expert-oxygen-NNOSM"
]
},
"energy_windows": {
"purpose": "Energy-window interventions",
"model_ids": [
"energy_windows-expert-metal-OS",
"energy_windows-expert-metal-CN",
"energy_windows-expert-metal-CN2",
"energy_windows-expert-oxygen-CN",
"energy_windows-expert-oxygen-CN2"
]
},
"uncertainty": {
"purpose": "Monte Carlo dropout",
"model_ids": [
"uncertainty-expert-metal-OS",
"uncertainty-expert-metal-CN",
"uncertainty-expert-metal-OCN",
"uncertainty-expert-metal-CN2",
"uncertainty-expert-metal-PSGO",
"uncertainty-expert-metal-NNRS",
"uncertainty-expert-metal-MOOD",
"uncertainty-expert-oxygen-CN",
"uncertainty-expert-oxygen-CN2",
"uncertainty-expert-oxygen-PSGO",
"uncertainty-expert-oxygen-NNRS",
"uncertainty-expert-oxygen-NNOSM"
]
},
"runtime": {
"purpose": "Model-execution timing",
"model_ids": [
"runtime-expert-metal-OS",
"runtime-expert-metal-CN",
"runtime-expert-metal-OCN",
"runtime-expert-metal-CN2",
"runtime-expert-metal-PSGO",
"runtime-expert-metal-NNRS",
"runtime-expert-metal-MOOD",
"runtime-expert-oxygen-CN",
"runtime-expert-oxygen-CN2",
"runtime-expert-oxygen-PSGO",
"runtime-expert-oxygen-NNRS",
"runtime-expert-oxygen-NNOSM",
"runtime-joint-metal",
"runtime-joint-oxygen"
]
}
}
}