This table shows model performance across different distribution shift scenarios.
Shift Scenario
Baseline Performance
Target Performance
Performance Gap
Shift Magnitude
Resilience Score
{% if shift_scenarios is defined and shift_scenarios|length > 0 %}
Loading shift results data...
{% else %}
Data not available from test results
{% endif %}
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Average Gap:
{% if performance_gap is defined %}
{{ (performance_gap * 100)|round(1) }}%
{% else %}
Data not available
{% endif %}
Max Gap:
{% if max_gap is defined %}
{{ (max_gap * 100)|round(1) }}%
{% else %}
Data not available
{% endif %}
Overall Resilience:
{% if resilience_score is defined %}
{{ (resilience_score * 100)|round(1) }}%
{% else %}
Data not available
{% endif %}
âšī¸Performance Gap represents the decrease in performance when shifting from baseline to target distribution.
Lower values indicate better resilience.
đShift Magnitude quantifies the statistical distance between baseline and target distributions.
Higher values indicate more severe distribution shifts.