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Models/DASS-Detector (YOLOX XL)

DASS-Detector (YOLOX XL)

Reported on 41 benchmarks across 10 tasks · 1 paper · 36 SOTA

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

Methodology27 results

3DonManga109
Average Precision· 2022-11-19
87.98
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3DonClipart1k
MAP · 2022-11-19
83.59
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3DonWatercolor2k
MAP · 2022-11-19
89.81
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3DonComic2k
MAP · 2022-11-19
73.65
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3DoniCartoonFace
Average Precision· 2022-11-19
90.01
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D ClassificationonManga109
Average Precision· 2022-11-19
87.98
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D ClassificationonClipart1k
MAP · 2022-11-19
83.59
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D ClassificationonWatercolor2k
MAP · 2022-11-19
89.81
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D ClassificationonComic2k
MAP · 2022-11-19
73.65
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D Object DetectiononManga109
Average Precision· 2022-11-19
87.98
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D Object DetectiononClipart1k
MAP · 2022-11-19
83.59
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D Object DetectiononWatercolor2k
MAP · 2022-11-19
89.81
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D Object DetectiononComic2k
MAP · 2022-11-19
73.65
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
16konManga109
Average Precision· 2022-11-19
87.98
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
16konClipart1k
MAP · 2022-11-19
83.59
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
16konWatercolor2k
MAP · 2022-11-19
89.81
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
16konComic2k
MAP · 2022-11-19
73.65
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3DonManga109
Average Precision· 2022-11-19
87.93
best: 87.98
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3DonDCM
Average Precision· 2022-11-19
86.14
best: 87.06 (DASS-Detector (YOLOX Tiny))
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3DonManga109
Average Precision· 2022-11-19
87.88
best: 87.98
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3DonDCM
Average Precision· 2022-11-19
77.4
best: 87.06 (DASS-Detector (YOLOX Tiny))
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D ClassificationonManga109
Average Precision· 2022-11-19
87.93
best: 87.98
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D ClassificationonDCM
Average Precision· 2022-11-19
86.14
best: 87.06 (DASS-Detector (YOLOX Tiny))
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D Object DetectiononManga109
Average Precision· 2022-11-19
87.93
best: 87.98
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
2D Object DetectiononDCM
Average Precision· 2022-11-19
86.14
best: 87.06 (DASS-Detector (YOLOX Tiny))
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
16konManga109
Average Precision· 2022-11-19
87.93
best: 87.98
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
16konDCM
Average Precision· 2022-11-19
86.14
best: 87.06 (DASS-Detector (YOLOX Tiny))
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641

Computer Vision15 results

Object DetectiononManga109
Average Precision· 2022-11-19
87.98
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Object DetectiononClipart1k
MAP · 2022-11-19
83.59
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Object DetectiononWatercolor2k
MAP · 2022-11-19
89.81
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Object DetectiononComic2k
MAP · 2022-11-19
73.65
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Face DetectiononManga109
Average Precision· 2022-11-19
87.88
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Face DetectiononiCartoonFace
Average Precision· 2022-11-19
90.01
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Face DetectiononDCM
Average Precision· 2022-11-19
77.4
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Face ReconstructiononManga109
Average Precision· 2022-11-19
87.88
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Face ReconstructiononiCartoonFace
Average Precision· 2022-11-19
90.01
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Face ReconstructiononDCM
Average Precision· 2022-11-19
77.4
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3D Face ReconstructiononManga109
Average Precision· 2022-11-19
87.88
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3D Face ReconstructiononiCartoonFace
Average Precision· 2022-11-19
90.01
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3D Face ReconstructiononDCM
Average Precision· 2022-11-19
77.4
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Object DetectiononManga109
Average Precision· 2022-11-19
87.93
best: 87.98
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Object DetectiononDCM
Average Precision· 2022-11-19
86.14
best: 87.06 (DASS-Detector (YOLOX Tiny))
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641

Music3 results

Facial Recognition and ModellingonManga109
Average Precision· 2022-11-19
87.88
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Facial Recognition and ModellingoniCartoonFace
Average Precision· 2022-11-19
90.01
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
Facial Recognition and ModellingonDCM
Average Precision· 2022-11-19
77.4
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641

Medical3 results

3D Face ModellingonManga109
Average Precision· 2022-11-19
87.88
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3D Face ModellingoniCartoonFace
Average Precision· 2022-11-19
90.01
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641
3D Face ModellingonDCM
Average Precision· 2022-11-19
77.4
SOTA
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings arXiv:2211.10641