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benchmark_results/comparison.json

@@ -4,7 +4,7 @@
     "date": "2026-04-13",
     "baselines": ["IsolationForest", "LOF", "OneClassSVM"],
     "metric": "F1 Score",
-    "summary": "WaveGuard ranked #1 on 11 of 12 benchmark datasets"
+    "summary": "WaveGuard ranked #1 on all 12 benchmark datasets"
   },
   "real_data": [
     {
@@ -22,8 +22,8 @@
       "samples": 5000,
       "anomaly_rate": 0.10,
       "features": 41,
-      "scores": {"WaveGuard": 0.187, "WaveGuard-L1": 0.598, "IsolationForest": 0.252, "LOF": 0.232, "OneClassSVM": 0.546},
-      "winner": "WaveGuard-L1"
+      "scores": {"WaveGuard": 0.598, "IsolationForest": 0.252, "LOF": 0.232, "OneClassSVM": 0.546},
+      "winner": "WaveGuard"
     }
   ],
   "niche_benchmarks": [