ResearchBenchmarksAnomaly Detection on CUB 200 2011Anomaly Detection on CUB 200 2011Follow0.986AccuracyQwen SKR0.964160.969830.97550.98117Apr 24, 2026Evaluation resultsMethodMethodLinksAccuracyAUROCAUPRCQwen SKRRuntime=0.3Runtime=0.32026.040.9860.870.545Qwen BaseRuntime=0.8Runtime=0.82026.040.9850.8570.471Phi3 SKRRuntime=0.3Runtime=0.32026.040.980.8820.476Phi3 BaseRuntime=2.7Runtime=2.72026.040.9710.8630.3LLaVA SKRRuntime=0.3Runtime=0.32026.040.9660.9180.442LLaVA BaseRuntime=2.2Runtime=2.22026.040.9650.840.246