| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SIW-M v2 | SRENet | ACER0 | 34 | 20d ago | |
| OULU-NPU Target (test) | SVLP-IL | HTER8.77 | 15 | 3mo ago | |
| CASIA-MFSD Target (test) | SVLP-IL | HTER6.21 | 15 | 3mo ago | |
| SiW-M RGB only (Grandtest protocol) | DeepPixBiS | ACER (%)7.5 | 12 | 3mo ago | |
| OULU-NPU | Proposed (DS) | ACER0.35 | 11 | 20d ago | |
| Step 4 MSU-MFSD -> CASIA-MFSD -> Idiap Replay-Attack -> OULU-NPU | SVLP-IL | HTER (MSU-MFSD)2.38 | 10 | 3mo ago | |
| ROSE-YOUTU | Proposed (DS) | HTER0.81 | 8 | 20d ago | |
| REPLAY-MOBILE | HTER0 | 8 | 20d ago | ||
| REPLAY-ATTACK | HTER0 | 8 | 20d ago | ||
| O-P → S-R sequence (Step 2) | HTER (O-P)7 | 6 | 3mo ago | ||
| S-P → O-R sequence (Step 2) | HTER (S-P)0 | 6 | 3mo ago | ||
| Collected dataset | Attention-Guided Patch-Based Framework | Accuracy91.06 | 2 | 1mo ago |
