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Models/CASD(VGG16)

CASD(VGG16)

Reported on 10 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology8 results

3DonPASCAL VOC 2012 test
MAP· 2020-10-22
53.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023
2D ClassificationonPASCAL VOC 2012 test
MAP· 2020-10-22
53.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023
2D Object DetectiononPASCAL VOC 2012 test
MAP· 2020-10-22
53.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023
16konPASCAL VOC 2012 test
MAP· 2020-10-22
53.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023
3DonPASCAL VOC 2007
MAP· 2020-10-22
56.8
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023
2D ClassificationonPASCAL VOC 2007
MAP· 2020-10-22
56.8
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023
2D Object DetectiononPASCAL VOC 2007
MAP· 2020-10-22
56.8
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023
16konPASCAL VOC 2007
MAP· 2020-10-22
56.8
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023

Computer Vision2 results

Object DetectiononPASCAL VOC 2012 test
MAP· 2020-10-22
53.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023
Object DetectiononPASCAL VOC 2007
MAP· 2020-10-22
56.8
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection arXiv:2010.12023