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Models/QTSeg

QTSeg

Reported on 11 benchmarks across 2 tasks · 1 paper · 11 SOTA

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

Medical11 results

Medical Image SegmentationonBKAI-IGH NeoPolyp-Small
Average Dice (5-folds)· 2024-12-23
93.13
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
Medical Image SegmentationonBKAI-IGH NeoPolyp-Small
MAE (5-folds)· 2024-12-23
0.06
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
Medical Image SegmentationonBKAI-IGH NeoPolyp-Small
mIoU (5-folds)· 2024-12-23
88.94
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
Medical Image SegmentationonISIC2016
ACC· 2024-12-23
96.41
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
Medical Image SegmentationonISIC2016
Average IOU· 2024-12-23
86.74
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
Medical Image SegmentationonISIC2016
Dice· 2024-12-23
92.42
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
Medical Image SegmentationonISIC2016
MAE· 2024-12-23
0.0359
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
SkinonISIC2016
ACC· 2024-12-23
96.41
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
SkinonISIC2016
Average IOU· 2024-12-23
86.74
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
SkinonISIC2016
Dice· 2024-12-23
92.42
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241
SkinonISIC2016
MAE· 2024-12-23
0.0359
SOTA
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation arXiv:2412.17241