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SGAD PhysAD K-scaling codebooks (DINOv2, euclidean)
Larger-K K-means codebooks for the 4 hardest PhysAD classes (clock, fan, magnet, rubber_band).
Same feature extractor + hyperparameters as dgcnz/sgad-codebooks physad/dinov2abs_euc/ (DINOv2-S/14, img=448, num_frames=6, context_length=4, frame_step=4, stride=2), but K ∈ {16384, 32768} instead of the paper default 8192. Fit with cuVS GPU K-means (KMeans++ init, max_iter=100).
Layout
physad/dinov2abs_euc/<class>_vit_small_patch14_dinov2_lvd142m_img448_k<K>.pt
Files
| Class | K=16384 | K=32768 |
|---|---|---|
| clock | ✅ | ✅ |
| fan | ✅ | ✅ |
| magnet | ✅ | ✅ |
| rubber_band | ✅ | ✅ |
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