Presentation Attack Detection on Mexico realistic ID Card dataset
5.99EERSmolVLM2-2.2B-Gen.
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SmolVLM2-2.2B-Gen.Setting=Generative, Model Size=2.2B2026.06 | 5.99 | 4.24 | 7.48 | 16.46 | |
| SigLIP-SO400M (Unimodal)Modality=Unimodal, Model Size=SO400M2026.06 | 9.17 | 8.38 | 15.37 | 34.43 | |
| SmolVLM2-2.2B-Disc.Setting=Discriminative, Model Size=2.2B2026.06 | 19.29 | 35.66 | 46.63 | 64.59 | |
| SmolVLM2-2.2B-Zero-ShotSetting=Zero-shot, Model Size=2.2B2026.06 | 22.39 | 39.8 | 54.23 | 90.55 | |
| SmolVLM2-500M-Gen.Setting=Generative, Model Size=500M2026.06 | 25.88 | 56.86 | 66.61 | 89.52 | |
| DenseNet2026.06 | 36.77 | 63.47 | 74.95 | 88.82 | |
| SmolVLM2-500M-Disc.Setting=Discriminative, Model Size=500M2026.06 | 39.79 | 64.34 | 72.82 | 81.05 | |
| SmolVLM2-500M-Zero-ShotSetting=Zero-shot, Model Size=500M2026.06 | 41.78 | 74.85 | 84.93 | 97.11 |