Image Clustering on Flowers-102 (test)
89.6NMILAIC framework
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LAIC frameworkBackbone=ViT-B/322026.03 | 89.6 | 78.6 | 72.9 | |
| Ours2026.03 | 89.6 | 78.6 | 72.9 | |
| TACBackbone=ViT-B/322026.03 | 87.7 | 71.8 | 64.3 | |
| TAC2026.03 | 87.7 | 70.8 | 63.9 | |
| SICBackbone=ViT-B/322026.03 | 86.9 | 70.2 | 64.2 | |
| SIC2026.03 | 86.9 | 70.2 | 64.2 | |
| PRO-DSCBackbone=ViT-B/322026.03 | 83.2 | 69.8 | 59.6 | |
| PRO-DSC2026.03 | 83.2 | 69.8 | 59.6 | |
| ZS-CLIPBackbone=ViT-B/32, zero-shot=true2026.03 | 82.3 | 66.7 | 58.1 | |
| LFSSBackbone=ResNet2026.03 | 79.2 | 55.4 | 51.8 | |
| LFSS2026.03 | 79.2 | 55.4 | 51.8 | |
| SCANBackbone=ResNet2026.03 | 77.9 | 56.5 | 50.9 |