Pareto Optimal
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Models on frontier
Best Trade-off
Model #{{ report_data.best_tradeoff_id|default(3) }}
Balanced solution
Efficiency Gain
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vs baseline
Accuracy Loss
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Acceptable range
Multi-Objective Weight Configuration
40%
30%
20%
10%
Total Weight: 100%

Accuracy vs Speed Trade-off

Accuracy vs Size Trade-off

3D Trade-off Surface: Accuracy vs Speed vs Size

Multi-Dimensional Trade-off Analysis

Efficiency Score Matrix

Trade-off Radar

Pareto Optimal Models

Rank Model Config Accuracy Speed (ms) Size (MB) Memory (MB) Weighted Score Dominance Actions

Trade-off Recommendations

For Speed Priority
Model #5
  • Inference: 12ms (4.2x faster)
  • Accuracy: 91.2% (-4% loss)
  • Size: 85MB (78% smaller)
For Balance
Model #3
  • Inference: 20ms (2.5x faster)
  • Accuracy: 93.5% (-1.7% loss)
  • Size: 120MB (70% smaller)
For Accuracy Priority
Model #1
  • Inference: 35ms (1.4x faster)
  • Accuracy: 94.8% (-0.4% loss)
  • Size: 180MB (55% smaller)

Interactive Decision Matrix