Multi-modal Object Re-Identification on RGBNT201
70.9mAP (NIR)FUSE
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FUSEModality configuration=Multi2026.06 | 70.9 | 62.7 | 64 | 73.7 | 58 | 55.1 | 39.6 | 42.3 | 26.4 | 26.6 | 41.5 | 42.7 | 49.9 | 49.9 | |
| DESANetModality configuration=Multi2026.06 | 65 | 54.1 | 55.1 | 67.3 | 56.6 | 56.6 | 35.7 | 38.2 | 28.5 | 28.8 | 34.2 | 29.8 | 45.7 | 46 | |
| TOP-ReIDModality configuration=Multi2026.06 | 64.3 | 54.4 | 57.5 | 67.6 | 51.9 | 54.5 | 35.3 | 35.4 | 26.2 | 26 | 34.1 | 31.7 | 44.4 | 45.4 | |
| DENetModality configuration=Multi2026.06 | 35.4 | — | — | 36.8 | 33 | 35.4 | — | — | — | — | 32.4 | 29.2 | — | — | |
| PFNetModality configuration=Multi2026.06 | 31.9 | — | — | 29.8 | 25.5 | 25.8 | — | — | — | — | 26.4 | 23.4 | — | — | |
| PCBModality configuration=Single2026.06 | 24.4 | 23.6 | 24.2 | 25.1 | 19.9 | 14.7 | 20.6 | 23.6 | 11 | 6.8 | 18.6 | 14.4 | 19.7 | 18.1 | |
| CALModality configuration=Single2026.06 | 24.2 | 21.4 | 22.1 | 23.6 | 18 | 12.4 | 18.6 | 20.1 | 10 | 5.9 | 17.2 | 13.2 | 18.2 | 16.2 | |
| MLFNModality configuration=Single2026.06 | 21.1 | 20.2 | 18.9 | 19.7 | 17.6 | 11.1 | 13.2 | 12.1 | 8.3 | 3.5 | 13.1 | 9.1 | 15.6 | 12.4 | |
| OSNetModality configuration=Single2026.06 | 21 | 19.8 | 17.3 | 19 | 18.7 | 14.6 | 12.3 | 10.9 | 9.4 | 5.4 | 13 | 10.2 | 15.7 | 12.9 | |
| HACNNModality configuration=Single2026.06 | 20.5 | 12.5 | 11.1 | 19.4 | 16.7 | 13.3 | 9.2 | 6.2 | 6.3 | 2.2 | 14.8 | 12 | 13.3 | 10.7 | |
| MUDeepModality configuration=Single2026.06 | 20 | 19.2 | 16.4 | 17.2 | 18.4 | 14.2 | 13.7 | 11.8 | 11.5 | 6.5 | 12.7 | 8.5 | 15.9 | 12.9 |