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results/full_pipeline_v3_baseline_vs_evorm.json
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{
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"experiment": "Full AdaCoAgentEA Baseline vs +EvoRM (v3)",
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"dataset": "icews_wiki",
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"date": "2026-08-01 00:29:06",
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"baseline": {
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"mode": "baseline",
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"aligned_pairs": 3487,
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"time_seconds": 13147.0,
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"tokens": 3133966,
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"tokens_per_pair": 898.8,
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"metrics": {
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"Hits@1": 0.9186,
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"MRR": 0.9186,
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"Precision": 0.9326,
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"Recall": 0.9186,
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"F1": 0.9256,
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"TP": 3252,
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"FP": 235,
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"FN": 288,
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"Total_Ref": 3540,
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"Total_Aligned": 3487
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}
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},
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"evorm": {
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"mode": "evorm",
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"aligned_pairs": 3479,
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"time_seconds": 11982.3,
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"tokens": 4365324,
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"tokens_per_pair": 1254.8,
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"metrics": {
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"Hits@1": 0.9686,
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"MRR": 0.9686,
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"Precision": 0.9856,
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"Recall": 0.9686,
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"F1": 0.9771,
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"TP": 3429,
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"FP": 50,
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"FN": 111,
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"Total_Ref": 3540,
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"Total_Aligned": 3479
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}
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},
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"comparison": {
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"Hits@1": {
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"baseline": 0.9186,
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"evorm": 0.9686,
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"delta": 0.05,
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"delta_pct": 5.44
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},
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"MRR": {
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"baseline": 0.9186,
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"evorm": 0.9686,
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"delta": 0.05,
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"delta_pct": 5.44
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},
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"Precision": {
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"baseline": 0.9326,
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"evorm": 0.9856,
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"delta": 0.053,
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"delta_pct": 5.68
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},
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"Recall": {
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"baseline": 0.9186,
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"evorm": 0.9686,
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"delta": 0.05,
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"delta_pct": 5.44
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},
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"F1": {
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"baseline": 0.9256,
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"evorm": 0.9771,
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"delta": 0.0515,
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"delta_pct": 5.56
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}
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}
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}
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