wetectron (single mode, 07+12)

Reported on 5 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.

Methodology4 results

3DonPASCAL VOC 2007
MAP· uses extra data· 2020-04-09
58.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection arXiv:2004.04725
2D ClassificationonPASCAL VOC 2007
MAP· uses extra data· 2020-04-09
58.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection arXiv:2004.04725
2D Object DetectiononPASCAL VOC 2007
MAP· uses extra data· 2020-04-09
58.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection arXiv:2004.04725
16konPASCAL VOC 2007
MAP· uses extra data· 2020-04-09
58.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection arXiv:2004.04725

Computer Vision1 result

Object DetectiononPASCAL VOC 2007
MAP· uses extra data· 2020-04-09
58.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
SOTA
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection arXiv:2004.04725