Unsupervised Domain Adaptation On Duke To

mAP

rank-1

rank-10

rank-5

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif

Nom du modèle	mAP	rank-1	rank-10	rank-5
ad-cluster-augmented-discriminative	68.3	86.7	96.5	94.4
mutual-mean-teaching-pseudo-label-refinery-1	71.2	87.7	96.9	94.9
transferable-joint-attribute-identity-deep	26.5	58.2	81.1	74.8
image-image-domain-adaptation-with-preserved	22.8	51.5	76.8	70.1
self-paced-contrastive-learning-with-hybrid	76.7	90.3	97.7	96.2
learning-to-adapt-invariance-in-memory-for	63.8	84.1	95.4	92.8
core-reid-comprehensive-optimization-and	84.4	93.6	98.7	97.7
style-normalization-and-restitution-for	61.7	82.8	-	-
unsupervised-domain-adaptive-re	53.7	75.8	93.2	89.5
unsupervised-and-self-adaptative-techniques	78.4	92.9	97.8	96.9
on-evolving-attention-towards-domain	84.3	-	-	-
disjoint-label-space-transfer-learning-with	28.3	61.2	-	-
joint-discriminative-and-generative-learning	26.83	56.12	78.12	72.18
adaptation-and-re-identification-network-an	39.4	70.3	86.3	80.4
person-re-identification-in-the-3d-space	14.7	36.4	-	-
learning-feature-fusion-for-unsupervised	83.2	92.8	-	-
self-training-with-progressive-augmentation	54.6	78.4	-	-
asymmetric-co-teaching-for-unsupervised-cross	60.6	80.5	-	-
structured-domain-adaptation-for-unsupervised	70.0	86.9	96.3	94.4
disassembling-the-dataset-a-camera-alignment	52	81.7	94.7	91.9
unsupervised-person-re-identification-via-1	60.4	84.4	95.0	92.8
a-novel-unsupervised-camera-aware-domain	30.9	60.4	-	-
attentive-waveblock-complementarity-enhanced	80.6	92.9	98.2	97.2
190909675	47.6	75.2	90.2	86.3
invariance-matters-exemplar-memory-for-domain	43.0	75.1	-	-
one-shot-domain-adaptation-for-person-re	58.3	80.0	92.4	90.0