From: Automatic transparency evaluation for open knowledge extraction systems
AI transparency methods | Transparency information | ||||||||||||
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 | Developers | Model date and version | Model type | Intended use | Training data | Evaluation datasets | Evaluation datasets preprocessing | Model performance measures or decision thresholds | Description of model tests | Most effective attributes | Quantitative analyses | Ethical considerations | Limitations |
Model Cards [42] | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | × | × | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) |
Nutritional label for ranking AI systems [43] | × | × | \(\checkmark\) | × | × | × | × | × | × | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | × |
FactSheets [44] | × | × | \(\checkmark\) | × | \(\checkmark\) | × | × | \(\checkmark\) | \(\checkmark\) | × | \(\checkmark\) | \(\checkmark\) | × |