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Models/TTYD

TTYD

Reported on 12 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Methodology6 results

Domain AdaptationonSynLiDAR-to-SemanticPOSS
mIoU· 2024-09-06
39.1
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Domain AdaptationonnuScenes-to-SemanticKITTI
mIoU· 2024-09-06
45.4
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Domain AdaptationonnuScenes-to-Pandaset
mIoU· 2024-09-06
65.7
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Domain AdaptationonSynLiDAR-to-SemanticKITTI
mIoU· 2024-09-06
32.4
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Domain AdaptationonnuScenes-to-SemanticPOSS
mIoU· 2024-09-06
64.5
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Domain AdaptationonnuScenes-to-Waymo Open Dataset
mIoU· 2024-09-06
55.5
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409

Computer Vision6 results

Source-Free Domain AdaptationonSynLiDAR-to-SemanticPOSS
mIoU· 2024-09-06
39.1
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Source-Free Domain AdaptationonnuScenes-to-SemanticKITTI
mIoU· 2024-09-06
45.4
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Source-Free Domain AdaptationonnuScenes-to-Pandaset
mIoU· 2024-09-06
65.7
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Source-Free Domain AdaptationonSynLiDAR-to-SemanticKITTI
mIoU· 2024-09-06
32.4
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Source-Free Domain AdaptationonnuScenes-to-SemanticPOSS
mIoU· 2024-09-06
64.5
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409
Source-Free Domain AdaptationonnuScenes-to-Waymo Open Dataset
mIoU· 2024-09-06
55.5
SOTA
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation arXiv:2409.04409