Palmprint Verification on CASIA, PolyU, TongJi, MPD, XJTU-UP (test)
0.9787Verification Rate (CASIA)Diff-Palm
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Diff-Palm#IDs=2k, # per ID=20, #Images=40k, FT w/ Real=true2025.03 | 0.9787 | 0.9859 | 0.9744 | 0.5979 | 0.8433 | 0.876 | |
| Diff-Palm#IDs=60k, # per ID=20, #Images=1.2M, FT w/ Real=false2025.03 | 0.9557 | 0.9865 | 0.9825 | 0.6856 | 0.9029 | 0.9026 | |
| Diff-Palm#IDs=50k, # per ID=20, #Images=1M, FT w/ Real=false2025.03 | 0.9542 | 0.9822 | 0.9848 | 0.6814 | 0.9032 | 0.9011 | |
| Diff-Palm#IDs=30k, # per ID=20, #Images=600k, FT w/ Real=false2025.03 | 0.9472 | 0.9772 | 0.9772 | 0.6651 | 0.9015 | 0.8937 | |
| Diff-Palm#IDs=40k, # per ID=20, #Images=800k, FT w/ Real=false2025.03 | 0.945 | 0.9799 | 0.9802 | 0.6641 | 0.9043 | 0.8947 | |
| PCE-Palm#IDs=2k, # per ID=20, #Images=40k, FT w/ Real=true2025.03 | 0.9415 | 0.9792 | 0.9393 | 0.6662 | 0.7948 | 0.8642 | |
| Diff-Palm#IDs=20k, # per ID=20, #Images=400k, FT w/ Real=false2025.03 | 0.9383 | 0.9795 | 0.9783 | 0.6304 | 0.8655 | 0.8784 | |
| Real data#IDs=2.2k, #Images=29.3k, FT w/ Real=false2025.03 | 0.92 | 0.9196 | 0.9209 | 0.3877 | 0.6247 | 0.7546 | |
| Diff-Palm#IDs=2k, # per ID=200, #Images=400k, FT w/ Real=false2025.03 | 0.9143 | 0.971 | 0.9455 | 0.5775 | 0.8494 | 0.8515 | |
| Diff-Palm#IDs=10k, # per ID=20, #Images=200k, FT w/ Real=false2025.03 | 0.9072 | 0.9818 | 0.9632 | 0.5687 | 0.8143 | 0.847 | |
| Diff-Palm#IDs=2k, # per ID=100, #Images=200k, FT w/ Real=false2025.03 | 0.9006 | 0.9436 | 0.9443 | 0.5522 | 0.7482 | 0.8178 | |
| Diff-Palm#IDs=5k, # per ID=20, #Images=100k, FT w/ Real=false2025.03 | 0.8972 | 0.9757 | 0.959 | 0.5048 | 0.7534 | 0.818 | |
| Diff-Palm#IDs=2k, # per ID=150, #Images=300k, FT w/ Real=false2025.03 | 0.8817 | 0.9669 | 0.9482 | 0.5559 | 0.8043 | 0.8314 | |
| Diff-Palm#IDs=2k, # per ID=50, #Images=100k, FT w/ Real=false2025.03 | 0.881 | 0.9335 | 0.9185 | 0.4779 | 0.7211 | 0.7865 | |
| Diff-Palm#IDs=2k, # per ID=20, #Images=40k, FT w/ Real=false2025.03 | 0.8782 | 0.9601 | 0.946 | 0.4643 | 0.6161 | 0.7729 | |
| Vec2Face#IDs=2k, # per ID=20, #Images=40k, FT w/ Real=false2025.03 | 0.8201 | 0.8105 | 0.8199 | 0.2575 | 0.2578 | 0.5932 | |
| IDiff-Face#IDs=2k, # per ID=20, #Images=40k, FT w/ Real=false2025.03 | 0.7977 | 0.772 | 0.6115 | 0.1847 | 0.2667 | 0.5265 | |
| PCE-Palm#IDs=2k, # per ID=20, #Images=40k, FT w/ Real=false2025.03 | 0.6796 | 0.774 | 0.6149 | 0.2972 | 0.415 | 0.5561 |