ResearchBenchmarksExpected Calibration Error on Birdsong-MIPL r=1 (test)Expected Calibration Error on Birdsong-MIPL r=1 (test)Follow56.36Reduction in ErrorMAMCC50.088851.716953.34554.9731Dec 19, 2025Evaluation resultsMethodMethodLinksReduction in ErrorECEMAMCCr=1r=12025.1256.36—SAMCCr=1r=12025.1254.31—MAMCNr=1r=12025.1254.02—SAMCNr=1r=12025.1253.84—DAMCCr=1r=12025.1253.18—DAMCNr=1r=12025.1250.33—