File size: 2,735 Bytes
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"model-index": [
{
"name": "TeX-UNet-v2 DARPA",
"results": [
{
"task": {
"type": "image-to-image",
"name": "LWIR HSI to TeX decomposition"
},
"dataset": {
"type": "jialelin2007/TeX-1500",
"name": "TeX-1500 DARPA IH-test"
},
"metrics": [
{"type": "mean_absolute_error", "name": "T MAE", "value": 7.3284, "unit": "K"},
{"type": "mean_absolute_percentage_error", "name": "T MAPE", "value": 2.5488, "unit": "%"},
{"type": "mean_squared_error", "name": "e MSE", "value": 0.0453},
{"type": "spectral_angle_mapper", "name": "e SAM", "value": 0.2267, "unit": "rad"},
{"type": "mean_squared_error", "name": "X MSE", "value": 0.0311},
{"type": "spectral_angle_mapper", "name": "X SAM", "value": 0.5206, "unit": "rad"}
]
},
{
"task": {
"type": "image-to-image",
"name": "LWIR HSI to TeX decomposition"
},
"dataset": {
"type": "jialelin2007/TeX-1500",
"name": "TeX-1500 FTIR-zeroshot-test"
},
"metrics": [
{"type": "mean_absolute_error", "name": "T MAE", "value": 5.8309, "unit": "K"},
{"type": "mean_absolute_percentage_error", "name": "T MAPE", "value": 1.9753, "unit": "%"},
{"type": "mean_squared_error", "name": "e MSE", "value": 0.0674},
{"type": "spectral_angle_mapper", "name": "e SAM", "value": 0.0451, "unit": "rad"},
{"type": "mean_squared_error", "name": "X MSE", "value": 0.0219},
{"type": "spectral_angle_mapper", "name": "X SAM", "value": 0.2995, "unit": "rad"}
]
}
]
},
{
"name": "TeX-UNet-v2 FTIR Few-shot",
"results": [
{
"task": {
"type": "image-to-image",
"name": "LWIR HSI to TeX decomposition"
},
"dataset": {
"type": "jialelin2007/TeX-1500",
"name": "TeX-1500 FTIR-fewshot-test"
},
"metrics": [
{"type": "mean_absolute_error", "name": "T MAE", "value": 4.1004, "unit": "K"},
{"type": "mean_absolute_percentage_error", "name": "T MAPE", "value": 1.3830, "unit": "%"},
{"type": "mean_squared_error", "name": "e MSE", "value": 0.0458},
{"type": "spectral_angle_mapper", "name": "e SAM", "value": 0.1970, "unit": "rad"},
{"type": "mean_squared_error", "name": "X MSE", "value": 0.0220},
{"type": "spectral_angle_mapper", "name": "X SAM", "value": 0.2224, "unit": "rad"}
]
}
]
}
]
}
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