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Models/OV-DQUO(ViT-L/14)

OV-DQUO(ViT-L/14)

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

3DonLVIS v1.0
AP novel-LVIS base training· 2024-05-28
39.3
best: 43.4 (LaMI-DETR)
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision arXiv:2405.17913
2D ClassificationonLVIS v1.0
AP novel-LVIS base training· 2024-05-28
39.3
best: 43.4 (LaMI-DETR)
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision arXiv:2405.17913
2D Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2024-05-28
39.3
best: 43.4 (LaMI-DETR)
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision arXiv:2405.17913
16konLVIS v1.0
AP novel-LVIS base training· 2024-05-28
39.3
best: 43.4 (LaMI-DETR)
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision arXiv:2405.17913

Computer Vision2 results

Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2024-05-28
39.3
best: 43.4 (LaMI-DETR)
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision arXiv:2405.17913
Open Vocabulary Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2024-05-28
39.3
best: 43.4 (LaMI-DETR)
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision arXiv:2405.17913