MViTv2-L (Cascade Mask R-CNN, multi-scale, IN21k pre-train)

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

3DonCOCO minival
box AP· 2021-12-02
58.7
best: 66 (PE_spatial (DETA))
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
2D ClassificationonCOCO minival
box AP· 2021-12-02
58.7
best: 66 (PE_spatial (DETA))
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
2D Object DetectiononCOCO minival
box AP· 2021-12-02
58.7
best: 66 (PE_spatial (DETA))
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
16konCOCO minival
box AP· 2021-12-02
58.7
best: 66 (PE_spatial (DETA))
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526

Computer Vision2 results

Object DetectiononCOCO minival
box AP· 2021-12-02
58.7
best: 66 (PE_spatial (DETA))
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
Instance SegmentationonCOCO minival
mask AP· 2021-12-02
50.5
best: 56.6 (Co-DETR)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526