LDN121-RPL

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Medical1 result

Semantic SegmentationonStreetHazards
Open-mIoU· uses extra data· 2022-11-26
56.3
best: 59.8 (Mask2Anomaly)
SOTA
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation arXiv:2211.14512

Computer Vision1 result

Scene SegmentationonStreetHazards
Open-mIoU· uses extra data· 2022-11-26
56.3
best: 59.8 (Mask2Anomaly)
SOTA
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation arXiv:2211.14512

Audio1 result

10-shot image generationonStreetHazards
Open-mIoU· uses extra data· 2022-11-26
56.3
best: 59.8 (Mask2Anomaly)
SOTA
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation arXiv:2211.14512