| { |
| "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"} |
| ] |
| } |
| ] |
| } |
| ] |
| } |
|
|
