Generalized Category Discovery on BANKING (test)
80.26AccuracyGLEAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GLEANKCR=50%2025.02 | 80.26 | 70.4 | 87.65 | |
| ALUPKCR=50%2025.02 | 79.45 | 68.78 | 86.79 | |
| GLEANKCR=25%2025.02 | 76.98 | 66 | 85.62 | |
| CsePLKCR=50%2025.02 | 76.94 | 66.66 | 85.65 | |
| LoopKCR=50%2025.02 | 75.06 | 65.7 | 85.43 | |
| ALUPKCR=25%2025.02 | 74.61 | 62.64 | 84.06 | |
| GCDKCR=50%2025.02 | 74.42 | 63.83 | 84.84 | |
| SimGCDKCR=50%2025.02 | 74.42 | 64.17 | 85.08 | |
| USNIDKCR=50%2025.02 | 73.27 | 63.77 | 85.05 | |
| LoopKCR=25%2025.02 | 71.4 | 60.95 | 83.37 | |
| CsePLKCR=25%2025.02 | 71.06 | 60.36 | 83.22 | |
| MTP-CLNNKCR=50%2025.02 | 70.97 | 60.17 | 83.42 | |
| GCDKCR=25%2025.02 | 69.64 | 58.3 | 82.17 | |
| SimGCDKCR=25%2025.02 | 69.55 | 57.86 | 81.71 | |
| GLEANKCR=10%2025.02 | 67.99 | 57.3 | 82.23 | |
| USNIDKCR=25%2025.02 | 65.85 | 56.53 | 81.94 | |
| MTP-CLNNKCR=25%2025.02 | 65.06 | 52.91 | 80.04 | |
| LoopKCR=10%2025.02 | 64.97 | 53.05 | 79.14 | |
| ProbNIDKCR=50%2025.02 | 63.02 | 50.42 | 77.95 | |
| SimGCDKCR=10%2025.02 | 60.03 | 47.8 | 76.53 | |
| DeepAlignedKCR=50%2025.02 | 59.38 | 47.95 | 76.67 | |
| GCDKCR=10%2025.02 | 59.09 | 46.34 | 76.22 | |
| ProbNIDKCR=25%2025.02 | 55.75 | 44.25 | 74.37 | |
| DeepAlignedKCR=25%2025.02 | 49.08 | 37.62 | 70.5 | |
| GLEANKCR=5%2025.02 | 30.94 | 18.32 | 54.05 | |
| SimGCDKCR=5%2025.02 | 25.62 | 12.67 | 47.46 | |
| LoopKCR=5%2025.02 | 21.56 | 10.24 | 44.77 | |
| GCDKCR=5%2025.02 | 21.17 | 9.35 | 43.41 |