LocOv (ResNet50)

Reported on 6 benchmarks across 6 tasks · 1 paper

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

Methodology4 results

3DonOVAD benchmark
mean average precision· 2022-05-12
14.9
best: 27.2 (OvarNet (ViT-B16))
Localized Vision-Language Matching for Open-vocabulary Object Detection arXiv:2205.06160
2D ClassificationonOVAD benchmark
mean average precision· 2022-05-12
14.9
best: 27.2 (OvarNet (ViT-B16))
Localized Vision-Language Matching for Open-vocabulary Object Detection arXiv:2205.06160
2D Object DetectiononOVAD benchmark
mean average precision· 2022-05-12
14.9
best: 27.2 (OvarNet (ViT-B16))
Localized Vision-Language Matching for Open-vocabulary Object Detection arXiv:2205.06160
16konOVAD benchmark
mean average precision· 2022-05-12
14.9
best: 27.2 (OvarNet (ViT-B16))
Localized Vision-Language Matching for Open-vocabulary Object Detection arXiv:2205.06160

Computer Vision2 results

Object DetectiononOVAD benchmark
mean average precision· 2022-05-12
14.9
best: 27.2 (OvarNet (ViT-B16))
Localized Vision-Language Matching for Open-vocabulary Object Detection arXiv:2205.06160
Open Vocabulary Object DetectiononOVAD benchmark
mean average precision· 2022-05-12
14.9
best: 27.2 (OvarNet (ViT-B16))
Localized Vision-Language Matching for Open-vocabulary Object Detection arXiv:2205.06160