One-shot adaptive testing on JUNYI (test)
87.34AccuracyPEOAT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PEOATMethod Type=Ours, Diagnosis Model=NCD, length=202025.11 | 87.34 | 89.78 | |
| PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=202025.11 | 86.85 | 87.83 | |
| PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=152025.11 | 86.39 | 86.68 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.11 | 86.07 | 84.27 | |
| PEOATMethod Type=Ours, Diagnosis Model=NCD, length=152025.11 | 85.85 | 88.86 | |
| PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=102025.11 | 85.38 | 85.85 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.11 | 84.93 | 84.04 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.11 | 84.74 | 83.58 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.11 | 84.38 | 84.65 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=202025.11 | 84.29 | 83.43 | |
| BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.11 | 83.8 | 80.9 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.11 | 83.26 | 81.39 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.11 | 83.13 | 81.27 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.11 | 82.69 | 81.43 | |
| RNADMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.11 | 82.47 | 80.48 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.11 | 82.38 | 80.49 | |
| PEOATMethod Type=Ours, Diagnosis Model=NCD, length=102025.11 | 81.9 | 86.47 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=152025.11 | 81.66 | 81.12 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.11 | 80.33 | 77.19 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.11 | 80.23 | 77.37 | |
| MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=202025.11 | 79.99 | 77.01 | |
| BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.11 | 79.92 | 77.59 | |
| PEOATMethod Type=Ours, Diagnosis Model=MIRT, length=52025.11 | 79.64 | 83.05 | |
| RNADMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.11 | 79.6 | 77.73 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.11 | 79.15 | 77.53 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.11 | 78.03 | 76.64 | |
| MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=152025.11 | 77.94 | 75.23 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.11 | 77.52 | 84.15 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=102025.11 | 77.05 | 77.6 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.11 | 76.77 | 84.59 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.11 | 76.58 | 84.04 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=202025.11 | 76.01 | 84.35 | |
| BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.11 | 74.69 | 73.72 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.11 | 74.69 | 83.91 | |
| PEOATMethod Type=Ours, Diagnosis Model=NCD, length=52025.11 | 74.56 | 83.06 | |
| MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.11 | 74.55 | 73.04 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.11 | 74.51 | 83.53 | |
| RNADMethod Type=Heuristic, Diagnosis Model=MIRT, length=102025.11 | 74.48 | 73.64 | |
| MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.11 | 74.41 | 82.03 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.11 | 74.2 | 83.46 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=152025.11 | 74.18 | 82.87 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.11 | 73.35 | 83.16 | |
| RNADMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.11 | 73.21 | 81.94 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.11 | 73.18 | 82.82 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.11 | 72.84 | 82.68 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.11 | 72.59 | 83.26 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=102025.11 | 72.47 | 81.73 | |
| MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.11 | 72.37 | 81.4 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.11 | 71.47 | 73.19 | |
| RNADMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.11 | 71.41 | 81.08 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.11 | 71.19 | 73.48 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.11 | 70.98 | 81.62 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.11 | 70.83 | 74.45 | |
| BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=202025.11 | 70.73 | 82.02 | |
| NCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.11 | 70.71 | 80.95 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.11 | 70.63 | 82.34 | |
| GMOCATMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.11 | 70.55 | 80.86 | |
| UATSMethod Type=Data-Driven, Diagnosis Model=NCD, length=52025.11 | 70.44 | 80.61 | |
| MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.11 | 70.31 | 80.84 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.11 | 70.14 | 70.27 | |
| BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=152025.11 | 69.73 | 81.6 | |
| RNADMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.11 | 69.38 | 80.12 | |
| BOBCATMethod Type=Data-Driven, Diagnosis Model=MIRT, length=52025.11 | 69.15 | 71.86 | |
| BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.11 | 68.91 | 81.06 | |
| MAATMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.11 | 68.66 | 80.36 | |
| MAATMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.11 | 68.45 | 69.5 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=102025.11 | 68.39 | 81.29 | |
| RNADMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.11 | 67.98 | 68.24 | |
| BECATMethod Type=Heuristic, Diagnosis Model=MIRT, length=52025.11 | 67.85 | 69.24 | |
| BECATMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.11 | 67.71 | 80.33 | |
| RNADMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.11 | 67.19 | 79.02 | |
| MKLIMethod Type=Heuristic, Diagnosis Model=NCD, length=52025.11 | 67.12 | 80.45 |