One-shot adaptive testing on PTADisc (test)
75.91AccuracyPEOAT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PEOATMethod Type=Ours, Diagnosis Model=NCD, length=202025.11 | 75.91 | 74.93 | |
| PEOATMethod Type=Ours, Diagnosis Model=NCD, length=152025.11 | 75.44 | 75.07 | |
| PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=202025.11 | 74.17 | 72.65 | |
| PEOATMethod Type=Ours, Diagnosis Model=NCD, length=102025.11 | 73.65 | 73.58 | |
| PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=152025.11 | 73.05 | 72.36 | |
| PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=102025.11 | 71.96 | 71.59 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.11 | 70.25 | 68.67 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.11 | 70.17 | 70.4 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.11 | 69.81 | 70.03 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.11 | 69.73 | 70.36 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.11 | 69.61 | 68.05 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.11 | 69.55 | 68.39 | |
| PEOATMethod Type=Ours, Diagnosis Model=NCD, length=52025.11 | 69.37 | 70.84 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.11 | 69.14 | 69.49 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.11 | 69.01 | 67.81 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.11 | 68.63 | 69.35 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.11 | 68.48 | 69.61 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.11 | 68.23 | 67.51 | |
| PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=52025.11 | 68.1 | 69.8 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.11 | 68.08 | 69.94 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.11 | 67.96 | 67.87 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.11 | 67.64 | 69.22 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.11 | 67.52 | 67.27 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.11 | 67.48 | 68.97 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.11 | 67.47 | 68.86 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.11 | 67.39 | 69.52 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.11 | 67.32 | 67.1 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.11 | 67.23 | 68.24 | |
| BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.11 | 67.18 | 69.52 | |
| RANDMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.11 | 66.74 | 65.52 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.11 | 66.7 | 69.13 | |
| BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.11 | 66.64 | 69.38 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.11 | 66.47 | 68.24 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.11 | 66.38 | 68.09 | |
| BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.11 | 66.1 | 65.43 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.11 | 66.09 | 68.33 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.11 | 65.95 | 68.71 | |
| RANDMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.11 | 65.93 | 64.78 | |
| RANDMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.11 | 65.92 | 67.84 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.11 | 65.84 | 67.65 | |
| BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.11 | 65.79 | 68.94 | |
| MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.11 | 65.77 | 65.63 | |
| MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.11 | 65.51 | 64.25 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.11 | 65.32 | 66.17 | |
| BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.11 | 65.25 | 68.42 | |
| RANDMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.11 | 65.24 | 67.47 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.11 | 65.16 | 68.87 | |
| MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.11 | 65.11 | 69.32 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.11 | 65.11 | 66.86 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.11 | 64.95 | 68.41 | |
| MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.11 | 64.94 | 69.01 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.11 | 64.9 | 67.29 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.11 | 64.82 | 67.45 | |
| MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.11 | 64.77 | 68.42 | |
| BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.11 | 64.74 | 65.12 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.11 | 64.73 | 68.69 | |
| MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.11 | 64.71 | 68.65 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.11 | 64.67 | 68.51 | |
| RANDMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.11 | 64.57 | 67.11 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.11 | 64.09 | 66.73 | |
| RANDMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.11 | 63.89 | 63.89 | |
| RANDMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.11 | 63.83 | 66.71 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.11 | 63.73 | 65.8 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.11 | 63.51 | 64.94 | |
| BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.11 | 63.43 | 64.85 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.11 | 63.19 | 65.23 | |
| MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.11 | 62.9 | 63.84 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.11 | 62.87 | 65.04 | |
| BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.11 | 62.34 | 64.8 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.11 | 62.14 | 65.44 | |
| MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.11 | 61.78 | 63.29 | |
| RANDMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.11 | 61.29 | 62.93 |