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Models/MDQE(SwinL)

MDQE(SwinL)

Reported on 8 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision8 results

  • Video Instance SegmentationonOVIS validation
    APmo· 2023-03-25
    49.3
    best: 56.6 (DVIS++(VIT-L, Online))
    SOTA
    MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosarXiv:2303.14395
  • Video Instance SegmentationonOVIS validation
    APso· 2023-03-25
    65.1
    best: 69.9 (DVIS++(VIT-L, Online))
    SOTA
    MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosarXiv:2303.14395
  • Video Instance SegmentationonOVIS validation
    AP50· 2023-03-25
    67.8
    best: 83.8 (DVIS-DAQ(VIT-L, Offline))
    MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosarXiv:2303.14395
  • Video Instance SegmentationonOVIS validation
    AP75· 2023-03-25
    44.3
    best: 63.5 (CAVIS(VIT-L, Offline))
    MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosarXiv:2303.14395
  • Video Instance SegmentationonOVIS validation
    APho· 2023-03-25
    21.6
    best: 27.1 (DVIS++(VIT-L, Online))
    MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosarXiv:2303.14395
  • Video Instance SegmentationonOVIS validation
    AR1· 2023-03-25
    18.3
    best: 21.2 (CAVIS(VIT-L, Offline))
    MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosarXiv:2303.14395
  • Video Instance SegmentationonOVIS validation
    AR10· 2023-03-25
    46.5
    best: 61.8 (CAVIS(VIT-L, Offline))
    MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosarXiv:2303.14395
  • Video Instance SegmentationonOVIS validation
    mask AP· 2023-03-25
    42.6
    best: 57.1 (DVIS-DAQ(VIT-L, Offline))
    MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging VideosarXiv:2303.14395