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tools/tracker/evaluation/Agents.md

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- **TrackEvalEvaluator**: `evaluators/trackeval_evaluator.py`
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Wraps TrackEval library, provides tracker output format conversion and delivers state of the art tracking metrics.
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- **DiagnosticEvaluator**: `evaluators/diagnostic_evaluator.py`
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Per-frame location and distance error analysis between bipartite-matched tracker output tracks and ground-truth tracks. Produces CSV and plot outputs alongside summary scalar metrics (`DIST_T_mean`, `LOC_T_X_mae`, `LOC_T_Y_mae`, `num_matches`).
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- **JitterEvaluator**: `evaluators/jitter_evaluator.py`
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Measures trajectory smoothness via RMS jerk and acceleration variance, computed from both tracker outputs and ground-truth tracks. Supports GT and ratio variants to isolate tracker-added jitter from dataset-inherent jitter.
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Multiple evaluators can be configured in a single YAML pipeline; each runs independently against the same tracker outputs and writes results to its own subfolder under the run output directory.
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Check `evaluators/README.md` for more details
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- Harness: [base/tracker_harness.py](base/tracker_harness.py)
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- Evaluator: [base/tracker_evaluator.py](base/tracker_evaluator.py)
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- **TrackEval adapter & helpers**: [evaluators/trackeval_evaluator.py](evaluators/trackeval_evaluator.py), [utils/format_converters/](./utils/format_converters.py).
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- **Jitter adapter**: [evaluators/jitter_evaluator.py](evaluators/jitter_evaluator.py).
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- **Diagnostic adapter**: [evaluators/diagnostic_evaluator.py](evaluators/diagnostic_evaluator.py).
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## Guidelines for Adding New Component or Updating Existing One
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