Image Clustering on UCF-101 (test)
84.4NMILAIC framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LAIC frameworkBackbone=ViT-B/322026.03 | 84.4 | 70.2 | 61.9 | |
| GradNormBackbone=ViT-B/322026.03 | 82.9 | 63.2 | 53.9 | |
| TACBackbone=ViT-B/322026.03 | 82.8 | 68.9 | 60.6 | |
| SICBackbone=ViT-B/322026.03 | 81 | 61.9 | 52.4 | |
| PRO-DSCBackbone=ViT-B/322026.03 | 81 | 61.9 | 52.8 | |
| ZS-CLIPBackbone=ViT-B/32, zero-shot=true2026.03 | 79.9 | 63.4 | 50.2 | |
| SCANBackbone=ResNet2026.03 | 79.7 | 61.1 | 53.1 | |
| LFSSBackbone=ResNet2026.03 | 58.9 | 34.5 | 21.6 |