Clustering on CUB K=10 v2
82.09Clustering AccuracyCRAFT
Evaluation results
| Method | Links | |
|---|---|---|
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 82.09 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 80.89 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 79.19 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 76.04 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 75.2 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 74.15 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 73.61 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 73.33 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 72.56 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 71.5 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 71.29 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 70.28 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 68.99 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 68.99 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 67.77 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 65.39 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 65 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 64.17 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 63.5 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 63.13 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 61.6 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 61.23 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 59.5 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 58.2 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 57.5 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 54 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 53.52 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 51.56 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 51.33 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 51.33 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 49.83 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 43.4 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 42.38 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 42.38 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 38.63 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 38.63 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 36.83 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 36.83 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 36.43 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 36.43 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 33.13 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 29.67 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 29.67 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 27.67 | |
| DVIMCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 26.17 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 26 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 22.67 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 22.67 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 22.67 | |
| DVIMCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 19.83 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 18.9 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 18.27 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 17.72 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 15.61 |