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Models/ViLD

ViLD

Reported on 12 benchmarks across 6 tasks · 1 paper · 12 SOTA

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

Methodology8 results

3DonObjects365
mask AP50· 2021-04-28
18.2
best: 22.3 (Object-Centric-OVD)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
3DonMSCOCO
AP 0.5· uses extra data· 2021-04-28
27.6
best: 50.3 (Cooperative Foundational Models)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
2D ClassificationonObjects365
mask AP50· 2021-04-28
18.2
best: 22.3 (Object-Centric-OVD)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
2D ClassificationonMSCOCO
AP 0.5· uses extra data· 2021-04-28
27.6
best: 50.3 (Cooperative Foundational Models)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
2D Object DetectiononObjects365
mask AP50· 2021-04-28
18.2
best: 22.3 (Object-Centric-OVD)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
2D Object DetectiononMSCOCO
AP 0.5· uses extra data· 2021-04-28
27.6
best: 50.3 (Cooperative Foundational Models)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
16konObjects365
mask AP50· 2021-04-28
18.2
best: 22.3 (Object-Centric-OVD)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
16konMSCOCO
AP 0.5· uses extra data· 2021-04-28
27.6
best: 50.3 (Cooperative Foundational Models)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921

Computer Vision4 results

Object DetectiononObjects365
mask AP50· 2021-04-28
18.2
best: 22.3 (Object-Centric-OVD)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
Object DetectiononMSCOCO
AP 0.5· uses extra data· 2021-04-28
27.6
best: 50.3 (Cooperative Foundational Models)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
Open Vocabulary Object DetectiononObjects365
mask AP50· 2021-04-28
18.2
best: 22.3 (Object-Centric-OVD)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
Open Vocabulary Object DetectiononMSCOCO
AP 0.5· uses extra data· 2021-04-28
27.6
best: 50.3 (Cooperative Foundational Models)
SOTA
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921