Image Classification Model Evaluation Metrics Checklist Form
Record the evaluation setup, classification metrics, and findings for your model.
Evaluation Setup
Model or Experiment Name
*
Evaluation Date
*
 -
Month
 -
Day
Year
2 digit month, 2 digit day, 4 digit year
Date
Dataset and Test-Set Description
*
Number of Classes
*
Class Imbalance Status
*
No notable imbalance
Moderate imbalance
Severe imbalance
Not assessed
Classification Metrics
*
Rows
Overall
Macro Average
Weighted Average
Accuracy
Precision
Recall
F1-score
Confusion-Matrix or Per-Class Performance Summary
Robustness and Error Analysis
Overall Evaluation Rating
*
Poor
1
2
3
4
Excellent
5
1 is Poor, 5 is Excellent
Overall Conclusions
Submit Evaluation
Should be Empty: