{ "seed": 20260722, "seq_len": 512, "train_samples_per_arm": 120, "eval_samples_per_arm": 4, "epochs_cap": 1, "arms": { "synthetic_rcd": { "arm": "synthetic_rcd", "samples": 120, "points": 61440, "best_val_loss": 1.2844966650009155, "Affiliation-F": 0.04569261332834951, "F1_T": 0.04569261332834951, "Standard-F1": 0.04569261332834951, "VUS-PR": 0.01807289096032438 }, "synthetic_dada": { "arm": "synthetic_dada", "samples": 120, "points": 61440, "best_val_loss": 1.8222242593765259, "Affiliation-F": 0.18567508378940278, "F1_T": 0.18567508378940278, "Standard-F1": 0.18567508378940278, "VUS-PR": 0.14107858583662158 }, "real_dada": { "arm": "real_dada", "samples": 120, "points": 61440, "best_val_loss": 2.1536781787872314, "Affiliation-F": 0.11909560232406159, "F1_T": 0.11909560232406159, "Standard-F1": 0.11909560232406159, "VUS-PR": 0.04784279759302861 } }, "elapsed_seconds": 23.49, "note": "DADA arms use a transparent context-independent DADA-style injection proxy; not the original DADA repository code." }