Unsupervised Domain Adaptation On Market To 1
평가 지표
mAP
rank-1
rank-10
rank-5
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | mAP | rank-1 | rank-10 | rank-5 |
|---|---|---|---|---|
| one-shot-domain-adaptation-for-person-re | 13.2 | 31.6 | 49.6 | - |
| joint-discriminative-and-generative-learning | 5.41 | 17.11 | 31.62 | 26.66 |
| invariance-matters-exemplar-memory-for-domain | 8.5 | 25.3 | 42.1 | 36.3 |
| learning-to-adapt-invariance-in-memory-for | 15.2 | 40.4 | 58.7 | 53.1 |
| person-transfer-gan-to-bridge-domain-gap-for | 2.9 | 10.2 | 24.4 | - |
| core-reid-comprehensive-optimization-and | 41.9 | 69.5 | 84.4 | 80.3 |
| unsupervised-and-self-adaptative-techniques | 33.2 | 62.3 | 78.5 | 74.1 |
| self-paced-contrastive-learning-with-hybrid | 25.4 | 51.6 | 69.7 | 64.3 |
| joint-disentangling-and-adaptation-for-cross | 22.1 | 48.4 | 66.1 | 60.9 |
| attentive-waveblock-complementarity-enhanced | 30.6 | 61.4 | 78.2 | 73.3 |
| mutual-mean-teaching-pseudo-label-refinery-1 | 22.9 | 49.2 | 68.8 | 63.1 |
| structured-domain-adaptation-for-unsupervised | 23.2 | 49.5 | 67.7 | 62.2 |
| person-re-identification-in-the-3d-space | 1.7 | 5.9 | - | - |
| unsupervised-person-re-identification-via-1 | 15.1 | 40.8 | 56.7 | 51.8 |