Clustering on COIL20 (ACC, NMI, F1)
82.99AccuracyLIHFSS-SVDSC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LIHFSS-SVDSCvariant=DP+IPD2025.04 | 82.99 | 89.37 | 79.57 | |
| LIHFSS-SVDSCvariant=RE+IPD2025.04 | 82.5 | 89.19 | 78.07 | |
| NSNenhancement=IPD2025.04 | 77.75 | 84.6 | 71.01 | |
| SSCenhancement=IPD2025.04 | 75.12 | 85.45 | 69.34 | |
| NSN2025.04 | 74.02 | 83.5 | 67.69 | |
| RTSC2025.04 | 72.51 | 82.23 | 65.04 | |
| GMC LRSSC2025.04 | 71.45 | 82.98 | 63.46 | |
| SSC2025.04 | 70.55 | 82.44 | 63.66 | |
| LRR SCenhancement=IPD2025.04 | 70.34 | 82.29 | 62.73 | |
| S0L0 LRSSCenhancement=IPD2025.04 | 70.28 | 81.37 | 62.95 | |
| ORACLE REhyperparameters=(0.5, 1000)2025.04 | 70 | 78.25 | 66.34 | |
| S0L0 LRSSC2025.04 | 69.93 | 81.14 | 62.48 | |
| ORACLE DPhyperparameters=(0.1, 1000)2025.04 | 69.24 | 77.03 | 62.99 | |
| LIHFSS-SVDSCvariant=RE2025.04 | 68.61 | 76.38 | 62.39 | |
| LRR S2/3enhancement=IPD2025.04 | 68.55 | 79.07 | 59.95 | |
| LRR S1/2enhancement=IPD2025.04 | 66.65 | 77.48 | 57.91 | |
| LIHFSS-SVDSCvariant=DP2025.04 | 65.21 | 74.89 | 58.36 | |
| LRR S2/32025.04 | 64.98 | 74.51 | 55.39 | |
| LRR S1/22025.04 | 64.85 | 75.57 | 56.83 | |
| LRR SC2025.04 | 61.3 | 75.57 | 52.58 |