ResearchBenchmarksGrade classification on TCGA-ESCAFollow71.83AUCSSMambaMIL53.6358.35563.0867.805Apr 17, 2026Evaluation ResultsMethodMethodLinksAUCF1 ScoreAccuracySSMambaMIL2026.0471.8327.3547.22MambaMIL2026.0470.6320.3841.67S4MIL2026.0466.6425.1247.22GigaPath2026.0464.5231.5941.67CLAM2026.0461.0525.3447.22SlideAve2026.0457.3715.2238.89DSMIL2026.0455.5920.3341.67SlideMax2026.0455.1814.8938.89ABMIL2026.0454.3321.7941.67