Clustering on Affection
96Silhouette IndexPercepT
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PercepTEmbedding=hC, DEC Loss=true2026.06 | 96 | 392,106.76 | 0.31 | 1 | 6 | 9 | 4 | 6 | 6 | |
| PercepTlambda_R=12026.06 | 93 | 261,452.72 | 0.1 | 3 | 18 | 28 | 13 | 18 | 10 | |
| PercepTEmbedding=hconcat, DEC Loss=true2026.06 | 76 | 72,132.21 | 0.33 | 3 | 18 | 30 | 13 | 18 | 10 | |
| PercepTlambda_R=102026.06 | 65 | 105,303.6 | 0.42 | 1 | 5 | 8 | 4 | 5 | 6 | |
| BERTopic-MM2026.06 | 54 | 328,195.59 | 0.64 | 1 | 7 | 11 | 5 | 7 | 7 | |
| PercepTlambda_R=1002026.06 | 47 | 97,231.99 | 0.59 | 1 | 3 | 5 | 2 | 3 | 6 | |
| PercepTlambda_R=0.12026.06 | 41 | 10,946.51 | 0.99 | 0 | 4 | 4 | 5 | 4 | 19 | |
| PercepTEmbedding=hconcat, DEC Loss=false2026.06 | 17 | 295.66 | 1.36 | 5 | 25 | 39 | 18 | 25 | 13 | |
| PercepTEmbedding=hC, DEC Loss=false2026.06 | 15 | 283.71 | 1.39 | 1 | 7 | 11 | 6 | 7 | 8 | |
| CLIP2026.06 | 6 | 2,702.99 | 2.94 | 1 | 8 | 13 | 6 | 8 | 6 | |
| CLIP + EMO2026.06 | 5 | 2,511.79 | 3.09 | 1 | 11 | 17 | 8 | 11 | 7 | |
| PercepTEmbedding=h, DEC Loss=false2026.06 | 3 | 34.86 | 3.58 | 4 | 21 | 33 | 16 | 21 | 13 |