v0.3.0: Phase 2 complete#1
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tommywsh9
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May 12, 2026
tommywsh9
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- Scenario library — 4 presets (CIFAR-10 non-IID, MNIST IID, CIFAR-10 high-malicious, CIFAR-100), per-scenario leaderboards and matrix filtering
- Multi-metric scoring — Accuracy Drop, Convergence Speed, Stability, Runtime, per-opponent and summary aggregation
- Multi-dimensional leaderboard — sortable columns, baseline merge, scenario selector
- Dashboard page — live arena stats, active jobs, top methods, recent submissions
- Sidebar navigation — Dashboard, Arena, Bench, Leaderboard, Compare, Jobs
- Matrix interaction — click cell for per-seed breakdown and stats
- Arena UX — 4 template cards, evaluation intensity selector (Quick/Standard/Full)
- Experiment comparison — /compare page with multi-select, side-by-side metrics and overlay charts
- Method versioning — same method iteration tracking, auto-suffix method_name for FL registry uniqueness, version history panel, leaderboard dedup
- LLM analytical reports — cached per evaluation, regenerate on demand
- Training curve visualization — per-opponent accuracy/loss charts
- 53 backend tests, all passing
- Scenario library — 4 presets (CIFAR-10 non-IID, MNIST IID, CIFAR-10 high-malicious, CIFAR-100), per-scenario leaderboards and matrix filtering - Multi-metric scoring — Accuracy Drop, Convergence Speed, Stability, Runtime, per-opponent and summary aggregation - Multi-dimensional leaderboard — sortable columns, baseline merge, scenario selector - Dashboard page — live arena stats, active jobs, top methods, recent submissions - Sidebar navigation — Dashboard, Arena, Bench, Leaderboard, Compare, Jobs - Matrix interaction — click cell for per-seed breakdown and stats - Arena UX — 4 template cards, evaluation intensity selector (Quick/Standard/Full) - Experiment comparison — /compare page with multi-select, side-by-side metrics and overlay charts - Method versioning — same method iteration tracking, auto-suffix method_name for FL registry uniqueness, version history panel, leaderboard dedup - LLM analytical reports — cached per evaluation, regenerate on demand - Training curve visualization — per-opponent accuracy/loss charts - 53 backend tests, all passing
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