| --- |
| license: other |
| tags: |
| - 3d |
| - mesh |
| - face-recognition |
| - diffusionnet |
| - topology-robustness |
| - pytorch |
| library_name: pytorch |
| --- |
| |
| # WBES FaceEmbedding DN Mixed Topology v1 |
|
|
| This model repository contains the current top WBES-FaceEmbedding submission checkpoint for the NeurIPS 2026 research codebase. |
|
|
| ## Checkpoint |
|
|
| - Model branch: `dn_mixed_topology_v1` |
| - Run: `mixed_xtopo_rank0p5_id0p25_bs5_best` |
| - Selected checkpoint: `best_by_xtopo_mesh_clean.pth` |
| - Local source path: |
| `face_embedding/gt_encdec/remeshing/intrinsic/newdata/dn_mixed_topology_v1/mixed_xtopo_rank0p5_id0p25_bs5_best/checkpoints/best_by_xtopo_mesh_clean.pth` |
|
|
| ## Included Files |
|
|
| - `best_by_xtopo_mesh_clean.pth`: selected PyTorch checkpoint. |
| - `config.json`: training and architecture configuration copied from the run directory. |
| - `best_by_xtopo_mesh_clean.txt`: checkpoint-selection marker. |
| - `train_log.csv`: training log. |
| - `xtopo_mesh_log.csv`: cross-topology mesh validation log. |
|
|
| ## Selection Marker |
|
|
| The stored selection marker reports: |
|
|
| - `best_epoch=82` |
| - `best_xtopo_mesh_clean=0.7483693322699105` |
|
|
| The same run also stores: |
|
|
| - `best_spearman_clean=0.8234182929370094` |
| - `best_auc_r=1.0041532552751473` |
|
|
| ## Data Relationship |
|
|
| This checkpoint was trained against operator-enriched REMESH data in the local research workspace. The public mesh-only/no-operator dataset release is separate: |
|
|
| - Dataset: `Pampaj/wbes-faceembedding-noops` |
| - URL: <https://hf.co/datasets/Pampaj/wbes-faceembedding-noops> |
|
|
| That public dataset contains mesh-only `.npz` archives and does not include intrinsic operators, checkpoints, or heavy pair-level evaluation dumps. |
|
|
| ## Integrity |
|
|
| - `best_by_xtopo_mesh_clean.pth` SHA256: |
| `0b1578a55e86ea5ed349cc59ae7921a24f5325d45e427f0582ef36f5d1088e62` |
| - `config.json` SHA256: |
| `61f428d0c6f80cb8c6af75cff36c608b8946617b90c81dc1f4222cf4b9b4cbd2` |
|
|
| ## Intended Use |
|
|
| This checkpoint is intended for reproducing the topology-robust face embedding experiments in the WBES-FaceEmbedding repository, especially the FaceBench and FaceVerse evaluation paths documented there. |
|
|
