Image Clustering on UCF-101
82.5NMIGradNorm
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GradNorm2025.10 | 82.5 | 62.7 | 53.2 | |
| TACClustering setting=default2023.10 | 82.3 | 68.7 | 60.1 | |
| TACClustering setting=no train2023.10 | 81.6 | 61.3 | 52.4 | |
| TAC2025.10 | 81.6 | 61.3 | 52.4 | |
| SICClustering setting=default2023.10 | 81 | 61.9 | 53.6 | |
| SIC2025.10 | 81 | 61.9 | 53.6 | |
| CLIPClustering setting=zero-shot2023.10 | 79.9 | 63.4 | 50.2 | |
| CLIPEvaluation Protocol=zero-shot2025.10 | 79.9 | 63.4 | 50.2 | |
| SCANClustering setting=default2023.10 | 79.7 | 61.1 | 53.1 | |
| SCAN2025.10 | 79.7 | 61.1 | 53.1 | |
| CLIPClustering setting=k-means2023.10 | 79.5 | 58.2 | 47.6 | |
| CLIPEvaluation Protocol=k-means2025.10 | 79.5 | 58.2 | 47.6 |