Subject Re-identification on ChestXray-14 (test)
99.57MRe@KPACK
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PACKN-way - K-shot=20-52025.12 | 99.57 | 99.85 | 99.9 | |
| PACKN-way - K-shot=20-12025.12 | 99.25 | 99.25 | 99.65 | |
| PACKN-way - K-shot=100-12025.12 | 99.24 | 99.24 | 99.53 | |
| PACKN-way - K-shot=100-52025.12 | 99.2 | 99.81 | 99.86 | |
| Few-Shot FingerprintingN-way - K-shot=20-12025.12 | 99.1 | 99.1 | 100 | |
| PACKN-way - K-shot=500-12025.12 | 98.8 | 98.8 | 99.33 | |
| PACKN-way - K-shot=500-52025.12 | 98.55 | 99.66 | 99.53 | |
| PACKN-way - K-shot=1000-12025.12 | 98.51 | 98.51 | 99.18 | |
| Few-Shot FingerprintingN-way - K-shot=20-52025.12 | 98.24 | 99.7 | 99.95 | |
| Few-Shot FingerprintingN-way - K-shot=100-12025.12 | 97.46 | 97.46 | 99.58 | |
| Few-Shot FingerprintingN-way - K-shot=100-52025.12 | 95.33 | 99.17 | 99.72 | |
| Few-Shot FingerprintingN-way - K-shot=500-12025.12 | 94.6 | 94.6 | 98.66 | |
| Few-Shot FingerprintingN-way - K-shot=1000-12025.12 | 92.3 | 92.3 | 97.95 | |
| Few-Shot FingerprintingN-way - K-shot=500-52025.12 | 90.06 | 98.05 | 99.44 | |
| SSIMN-way - K-shot=20-12025.12 | 30.95 | 30.95 | 59.2 | |
| SSIMN-way - K-shot=20-52025.12 | 27.24 | 49.55 | 73.05 | |
| SSIMN-way - K-shot=100-12025.12 | 17.96 | 17.96 | 32.85 | |
| SSIMN-way - K-shot=100-52025.12 | 15.91 | 33.05 | 51.12 | |
| SSIMN-way - K-shot=500-12025.12 | 11.19 | 11.19 | 19.31 | |
| SSIMN-way - K-shot=500-52025.12 | 9.82 | 23.03 | 35.25 | |
| SSIMN-way - K-shot=1000-12025.12 | 9.55 | 9.55 | 16.08 |