Concept Extraction Consistency on WikiArt
91.8MPPCVan-SAE
Evaluation results
| Method | Links | |
|---|---|---|
| Van-SAEBackbone Model=CLIP2025.12 | 91.8 | |
| Van-SAEBackbone Model=DinoV22025.12 | 90.3 | |
| Tk-SAEBackbone Model=CLIP2025.12 | 86.1 | |
| DeleuzianBackbone Model=CLIP2025.12 | 85.6 | |
| DeleuzianBackbone Model=DinoV22025.12 | 84.3 | |
| Tk-SAEBackbone Model=DinoV22025.12 | 82.4 | |
| JR-SAEBackbone Model=CLIP2025.12 | 44 | |
| JR-SAEBackbone Model=DinoV22025.12 | 42.4 | |
| Gat-SAEBackbone Model=CLIP2025.12 | 41.5 | |
| ICABackbone Model=DinoV22025.12 | 40.6 | |
| Gat-SAEBackbone Model=DinoV22025.12 | 40.1 | |
| ICABackbone Model=CLIP2025.12 | 38.8 | |
| Mat-SAEBackbone Model=CLIP2025.12 | 24.7 | |
| Mat-SAEBackbone Model=DinoV22025.12 | 21.9 |