ResearchBenchmarksSurgical Instrument Counting on SurgCount-HD (test)Follow0.88MAECoLSR0.174.96259.75514.5475Feb 11, 2026Evaluation ResultsMethodMethodLinksMAERMSECoLSR2026.020.881.27RECFine-tuned=trueFine-tuned=true2026.022.824.5DQ-DETRFine-tuned=trueFine-tuned=true2026.024.246.81CountGDFine-tuned=trueFine-tuned=true2026.027.8410.71Qwen2.5-VL-7B-InstructFine-tuned=falseFine-tuned=false2026.0217.0621.72CrowdDiffFine-tuned=trueFine-tuned=true2026.0218.6322.93