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Models/SSMA

SSMA

Reported on 10 benchmarks across 6 tasks · 1 paper · 10 SOTA

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

Audio4 results

2D Semantic SegmentationonScanNet
Average Recall· 2018-08-11
54.28
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833
10-shot image generationonScanNetV2
Mean IoU· 2018-08-11
57.7
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833
10-shot image generationonSYNTHIA-CVPR’16
Mean IoU· 2018-08-11
92.1
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833
10-shot image generationonFreiburg Forest
Mean IoU· 2018-08-11
84.18
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833

Computer Vision3 results

Scene ParsingonScanNet
Average Recall· 2018-08-11
54.28
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833
AnimationonScanNet
Average Recall· 2018-08-11
54.28
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833
3D Character Animation From A Single PhotoonScanNet
Average Recall· 2018-08-11
54.28
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833

Medical3 results

Semantic SegmentationonScanNetV2
Mean IoU· 2018-08-11
57.7
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833
Semantic SegmentationonSYNTHIA-CVPR’16
Mean IoU· 2018-08-11
92.1
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833
Semantic SegmentationonFreiburg Forest
Mean IoU· 2018-08-11
84.18
SOTA
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation arXiv:1808.03833