Visual Concept Extraction on LLaVA-NeXT COCO 8B-HF
79VCE Rate (CLIP)Multidata_SAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Multidata_SAEThresh=52026.06 | 79 | 80 | |
| Multidata_SAEThresh=42026.06 | 75 | 74 | |
| Multidata_SAEThresh=32026.06 | 69 | 69 | |
| Multidata_SAEThresh=Avg2026.06 | 65.8 | 67 | |
| Multidata_SAEThresh=22026.06 | 61 | 65 | |
| Multidata_SAEThresh=12026.06 | 45 | 47 | |
| Zhang et al.Thresh=52026.06 | 31 | 27 | |
| Zhang et al.Thresh=42026.06 | 29 | 26 | |
| Zhang et al.Thresh=32026.06 | 26 | 24 | |
| Zhang et al.Thresh=Avg2026.06 | 24.6 | 22 | |
| Zhang et al.Thresh=22026.06 | 22 | 20 | |
| Zhang et al.Thresh=12026.06 | 15 | 13 |