Person Re-identification on LTCC Long-Term Cloth-Changing (test)
75.5Rank-1FusionAgent (DA)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FusionAgent (DA)Comb.=♦ ♠ ■2026.03 | 75.5 | 41 | 36.5 | 50.3 | |
| FusionAgent (CoT)Comb.=♦ ♠ ■2026.03 | 75.5 | 41 | 37 | 50 | |
| FusionAgent (FarSight)Training Source=MEVID, Evaluation Protocol=Zero-shot2026.03 | 75.3 | 42.3 | 37.7 | 59.3 | |
| FusionAgent (ACT)Training Source=MEVID, Evaluation Protocol=Zero-shot2026.03 | 75.3 | 41.1 | 36.1 | 50.1 | |
| AIMComb.=■2026.03 | 74.8 | 40.9 | 37 | 66.2 | |
| CALComb.=♠2026.03 | 74.4 | 40.6 | 36.7 | 59.7 | |
| QMEComb.=♦ ♠ ■2026.03 | 73.8 | 39.6 | 35 | 64.3 | |
| FusionAgent (ACT)Training Source=CCVID, Evaluation Protocol=10-shot2026.03 | 73.6 | 39.8 | 34.8 | 53.5 | |
| BSSFComb.=♦ ♠ ■2026.03 | 73.5 | 39.1 | 34.2 | 68.9 | |
| Min-maxComb.=♦ ♠ ■2026.03 | 73.2 | 38.1 | 31.9 | 75.1 | |
| Weighted-sumComb.=♦ ♠ ■2026.03 | 73.2 | 37.8 | 31.3 | 72.4 | |
| FarSightComb.=♦ ♠ ■2026.03 | 73.2 | 37.8 | 31.3 | 72.4 | |
| Z-scoreComb.=♦ ♠ ■2026.03 | 73 | 37.5 | 30.4 | 68.7 | |
| SapiensIDComb.=●2026.03 | 72 | 34.6 | — | — | |
| Asym-AO1Comb.=♦ ♠ ■2026.03 | 71.2 | 32.9 | 19.1 | 76.3 | |
| FusionAgent (FarSight)Training Source=CCVID, Evaluation Protocol=Zero-shot2026.03 | 68.2 | 31.7 | 17 | 81.8 | |
| Max-FusionComb.=♦ ♠ ■2026.03 | 62.5 | 33.3 | 16.8 | 94.8 | |
| FusionAgent (ACT)Training Source=CCVID, Evaluation Protocol=Zero-shot2026.03 | 60.4 | 11.9 | 7.7 | 60.3 | |
| Min-FusionComb.=♦ ♠ ■2026.03 | 38.1 | 13.5 | 12.4 | 81.9 | |
| AdaFaceComb.=♦, Zero-shot=true2026.03 | 18.5 | 5.9 | 2.4 | 99.8 |