| Device: cpu | z_id=32 z_style=16 | Seed: 1 |
| Multi-view pairs: 12880 buildings with cand+index views |
| Eval pairs: 17637 (12880 pos, 4757 neg) |
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|
| === Baseline === |
| Baseline Raw: P=0.8894 R=0.7183 F1=0.7948 (th=0.30) |
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|
| === Training Disentangled VAE (200 epochs) === |
| VAE ep 20/200: loss=4.6005 recon=2.1845 kl_id=9.1524 id_cons=0.0862 t=21s |
| VAE ep 40/200: loss=4.2612 recon=1.9247 kl_id=9.2380 id_cons=0.0727 t=42s |
| VAE ep 60/200: loss=4.1481 recon=1.8562 kl_id=9.1381 id_cons=0.0687 t=65s |
| VAE ep 80/200: loss=4.0868 recon=1.8115 kl_id=9.1291 id_cons=0.0689 t=86s |
| VAE ep 100/200: loss=3.9237 recon=1.6751 kl_id=9.0728 id_cons=0.0671 t=105s |
| VAE ep 120/200: loss=4.0030 recon=1.7715 kl_id=9.0068 id_cons=0.0666 t=125s |
| VAE ep 140/200: loss=3.8876 recon=1.6645 kl_id=9.0196 id_cons=0.0661 t=145s |
| VAE ep 160/200: loss=3.8757 recon=1.6678 kl_id=8.9707 id_cons=0.0661 t=164s |
| VAE ep 180/200: loss=3.8247 recon=1.6104 kl_id=8.9291 id_cons=0.0652 t=183s |
| VAE ep 200/200: loss=3.7286 recon=1.5403 kl_id=8.8504 id_cons=0.0645 t=203s |
| Done: loss=3.7286 |
| Loaded cached generated views: 57204 |
|
|
| === Contrastive Encoder (100 epochs) === |
| Enc ep 10/100: loss=6.9233 t=16s |
| Enc ep 20/100: loss=6.9155 t=31s |
| Enc ep 30/100: loss=6.9071 t=46s |
| Enc ep 40/100: loss=6.8966 t=62s |
| Enc ep 50/100: loss=6.8842 t=77s |
| Enc ep 60/100: loss=6.8715 t=92s |
| Enc ep 70/100: loss=6.8603 t=108s |
| Enc ep 80/100: loss=6.8501 t=124s |
| Enc ep 90/100: loss=6.8404 t=141s |
| Enc ep 100/100: loss=6.8312 t=156s |
| Done: loss=6.8312 |
|
|
| === RESULTS === |
| Idea2 (WM disentangle): P=0.7303 R=1.0000 F1=0.8441 (th=0.30) |
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|
| Baseline (raw): F1=0.7948 |
| Idea2 (WM): F1=0.8441 |
| Supervised XGBoost: F1=0.982 |
| Δ over baseline: +0.0493 |
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|
