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Models/SIA-OVD (RN50x4)

SIA-OVD (RN50x4)

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

3DonMSCOCO
AP 0.5· 2024-10-08
41.9
best: 50.3 (Cooperative Foundational Models)
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection arXiv:2410.05650
2D ClassificationonMSCOCO
AP 0.5· 2024-10-08
41.9
best: 50.3 (Cooperative Foundational Models)
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection arXiv:2410.05650
2D Object DetectiononMSCOCO
AP 0.5· 2024-10-08
41.9
best: 50.3 (Cooperative Foundational Models)
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection arXiv:2410.05650
16konMSCOCO
AP 0.5· 2024-10-08
41.9
best: 50.3 (Cooperative Foundational Models)
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection arXiv:2410.05650

Computer Vision2 results

Object DetectiononMSCOCO
AP 0.5· 2024-10-08
41.9
best: 50.3 (Cooperative Foundational Models)
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection arXiv:2410.05650
Open Vocabulary Object DetectiononMSCOCO
AP 0.5· 2024-10-08
41.9
best: 50.3 (Cooperative Foundational Models)
SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection arXiv:2410.05650