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Models/OV-DINO-T (without LVIS data, swin tiny)

OV-DINO-T (without LVIS data, swin tiny)

Reported on 10 benchmarks across 5 tasks · 1 paper

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

Methodology8 results

  • 3DonLVIS v1.0 minival
    AP· uses extra data· 2024-07-10
    40.1
    best: 58.2 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844
  • 3DonLVIS v1.0 val
    AP· uses extra data· 2024-07-10
    32.9
    best: 51.6 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844
  • 2D ClassificationonLVIS v1.0 minival
    AP· uses extra data· 2024-07-10
    40.1
    best: 58.2 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844
  • 2D ClassificationonLVIS v1.0 val
    AP· uses extra data· 2024-07-10
    32.9
    best: 51.6 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844
  • 2D Object DetectiononLVIS v1.0 minival
    AP· uses extra data· 2024-07-10
    40.1
    best: 58.2 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844
  • 2D Object DetectiononLVIS v1.0 val
    AP· uses extra data· 2024-07-10
    32.9
    best: 51.6 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844
  • 16konLVIS v1.0 minival
    AP· uses extra data· 2024-07-10
    40.1
    best: 58.2 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844
  • 16konLVIS v1.0 val
    AP· uses extra data· 2024-07-10
    32.9
    best: 51.6 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844

Computer Vision2 results

  • Object DetectiononLVIS v1.0 minival
    AP· uses extra data· 2024-07-10
    40.1
    best: 58.2 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844
  • Object DetectiononLVIS v1.0 val
    AP· uses extra data· 2024-07-10
    32.9
    best: 51.6 (CP-DETR-Pro(without LVIS data))
    OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionarXiv:2407.07844