MLNet

Reported on 6 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Domain AdaptationonOffice-31
H-score· 2023-12-13
92.8
best: 95.95 (UniAM)
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation arXiv:2312.07871
Domain AdaptationonOffice-Home
H-Score· 2023-12-13
77.4
best: 89.44 (TASC)
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation arXiv:2312.07871
Domain AdaptationonVisDA2017
H-score· 2023-12-13
69.9
best: 90.36 (TASC)
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation arXiv:2312.07871

Computer Vision3 results

Universal Domain AdaptationonOffice-31
H-score· 2023-12-13
92.8
best: 95.95 (UniAM)
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation arXiv:2312.07871
Universal Domain AdaptationonOffice-Home
H-Score· 2023-12-13
77.4
best: 89.44 (TASC)
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation arXiv:2312.07871
Universal Domain AdaptationonVisDA2017
H-score· 2023-12-13
69.9
best: 90.36 (TASC)
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation arXiv:2312.07871