Image Clustering on DTD (test)
63.8NMILAIC framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LAIC frameworkBackbone=ViT-B/322026.03 | 63.8 | 53.7 | 36.2 | |
| Ours2026.03 | 63.8 | 53.7 | 36.2 | |
| GradNormBackbone=ViT-B/322026.03 | 63.1 | 50.9 | 34.2 | |
| TACBackbone=ViT-B/322026.03 | 62.1 | 50.1 | 34.4 | |
| TAC2026.03 | 61.8 | 50.9 | 34.8 | |
| SIC2026.03 | 59.9 | 45.5 | 30.8 | |
| SICBackbone=ViT-B/322026.03 | 59.6 | 45.9 | 30.5 | |
| SCANBackbone=ResNet2026.03 | 59.4 | 46.4 | 31.7 | |
| LFSSBackbone=ResNet2026.03 | 58.7 | 45.5 | 31.9 | |
| LFSS2026.03 | 58.7 | 45.5 | 31.9 | |
| PRO-DSCBackbone=ViT-B/322026.03 | 57.6 | 48.1 | 31.3 | |
| PRO-DSC2026.03 | 57.6 | 48.1 | 31.3 | |
| ZS-CLIPBackbone=ViT-B/32, zero-shot=true2026.03 | 56.5 | 43.1 | 26.9 |