ResearchBenchmarksBag-level Anomaly Detection on SpiritBag-level Anomaly Detection on SpiritFollow96.68AUCMIDLog48.496861.005973.51586.0241May 9, 2026Evaluation resultsMethodMethodLinksAUCPrecisionRecallF1 ScoreMIDLog2026.0596.6891.9592.4392.19LogMILP2026.0596.5291.9494.0492.95LogBERT2026.0596.3394.3990.0892.18DeepLog2026.0589.2979.0191.9184.97LogAnomaly2026.0580.6768.3892.0478.46LogFormer2026.0550.3558.5575.0765.79