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One-shot adaptive testing on JUNYI (test)

87.34AccuracyPEOAT
66.311271.770677.2382.6894Nov 29, 2025

Evaluation results

MethodLinks
PEOATMethod Type=Ours, Diagnosis Model=NCD, length=202025.1187.3489.78
PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=202025.1186.8587.83
PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=152025.1186.3986.68
MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.1186.0784.27
PEOATMethod Type=Ours, Diagnosis Model=NCD, length=152025.1185.8588.86
PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=102025.1185.3885.85
NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.1184.9384.04
GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.1184.7483.58
UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.1184.3884.65
BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.1184.2983.43
BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.1183.880.9
MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.1183.2681.39
UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.1183.1381.27
NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.1182.6981.43
RNADMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.1182.4780.48
GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.1182.3880.49
PEOATMethod Type=Ours, Diagnosis Model=NCD, length=102025.1181.986.47
BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.1181.6681.12
UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.1180.3377.19
NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.1180.2377.37
MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.1179.9977.01
BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.1179.9277.59
PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=52025.1179.6483.05
RNADMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.1179.677.73
GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.1179.1577.53
MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.1178.0376.64
MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.1177.9475.23
UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.1177.5284.15
BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.1177.0577.6
NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.1176.7784.59
GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.1176.5884.04
BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.1176.0184.35
BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.1174.6973.72
GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.1174.6983.91
PEOATMethod Type=Ours, Diagnosis Model=NCD, length=52025.1174.5683.06
MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.1174.5573.04
BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.1174.5183.53
RNADMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.1174.4873.64
MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.1174.4182.03
NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.1174.283.46
UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.1174.1882.87
UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.1173.3583.16
RNADMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.1173.2181.94
NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.1173.1882.82
BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.1172.8482.68
MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.1172.5983.26
GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.1172.4781.73
MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.1172.3781.4
GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.1171.4773.19
RNADMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.1171.4181.08
NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.1171.1973.48
BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.1170.9881.62
UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.1170.8374.45
BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.1170.7382.02
NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.1170.7180.95
MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.1170.6382.34
GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.1170.5580.86
UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.1170.4480.61
MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.1170.3180.84
MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.1170.1470.27
BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.1169.7381.6
RNADMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.1169.3880.12
BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.1169.1571.86
BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.1168.9181.06
MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.1168.6680.36
MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.1168.4569.5
MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.1168.3981.29
RNADMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.1167.9868.24
BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.1167.8569.24
BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.1167.7180.33
RNADMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.1167.1979.02
MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.1167.1280.45