Short Text Clustering on GoogleNews-TS
89.8AccuracySCCL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCCLAveraging=Average over five random runs2021.03 | 89.8 | 94.9 | |
| HAC-SDAlgorithm=Hierarchical Agglomerative Clustering2021.03 | 85.8 | 88 | |
| RSTC2023.05 | 83.27 | 93.15 | |
| SCCL2023.05 | 82.51 | 93.01 | |
| K-means_IC2023.05 | 79.81 | 92.91 | |
| RSTC-Ccontrastive learning=class-wise, pseudo-labels=SAOT2023.05 | 78.48 | 90.59 | |
| RSTC-Icontrastive learning=instance-wise, clustering=k-means2023.05 | 75.44 | 92.06 | |
| TF-IDF2023.05 | 69 | 87.78 | |
| TF-IDFFeature dimension=1500, Algorithm=K-means2021.03 | 68 | 88.9 | |
| SBERT(k-means)2023.05 | 65.71 | 86.6 | |
| RSTC-OTpseudo-labels=traditional OT2023.05 | 63.97 | 85.79 | |
| BOW2023.05 | 58.79 | 82.59 | |
| BoWFeature dimension=1500, Algorithm=K-means2021.03 | 57.5 | 81.9 |