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Models/OD-WSCL

OD-WSCL

Reported on 20 benchmarks across 5 tasks · 1 paper · 15 SOTA

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

Methodology16 results

3DonMS-COCO-2014
AP· 2022-08-16
13.7
best: 26.6 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
3DonMS-COCO-2017
AP· 2022-08-16
13.6
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
3DonPASCAL VOC 2012 test
MAP· 2022-08-16
54.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
2D ClassificationonMS-COCO-2014
AP· 2022-08-16
13.7
best: 26.6 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
2D ClassificationonMS-COCO-2017
AP· 2022-08-16
13.6
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
2D ClassificationonPASCAL VOC 2012 test
MAP· 2022-08-16
54.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
2D Object DetectiononMS-COCO-2014
AP· 2022-08-16
13.7
best: 26.6 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
2D Object DetectiononMS-COCO-2017
AP· 2022-08-16
13.6
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
2D Object DetectiononPASCAL VOC 2012 test
MAP· 2022-08-16
54.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
16konMS-COCO-2014
AP· 2022-08-16
13.7
best: 26.6 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
16konMS-COCO-2017
AP· 2022-08-16
13.6
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
16konPASCAL VOC 2012 test
MAP· 2022-08-16
54.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
3DonPASCAL VOC 2007
MAP· 2022-08-16
56.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
2D ClassificationonPASCAL VOC 2007
MAP· 2022-08-16
56.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
2D Object DetectiononPASCAL VOC 2007
MAP· 2022-08-16
56.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
16konPASCAL VOC 2007
MAP· 2022-08-16
56.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576

Computer Vision4 results

Object DetectiononMS-COCO-2014
AP· 2022-08-16
13.7
best: 26.6 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
Object DetectiononMS-COCO-2017
AP· 2022-08-16
13.6
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
Object DetectiononPASCAL VOC 2012 test
MAP· 2022-08-16
54.6
best: 70.2 (WeakSAM-MIST-DINO (with SAM))
SOTA
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576
Object DetectiononPASCAL VOC 2007
MAP· 2022-08-16
56.1
best: 73.4 (WeakSAM-MIST-DINO (with SAM))
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection arXiv:2208.07576