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Models/Co-DETR (Swin-L)

Co-DETR (Swin-L)

Reported on 20 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.

Methodology16 results

3DonCOCO test-dev
Params (M)· 2022-11-22
218
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
3DonCOCO test-dev
box mAP· 2022-11-22
64.8
best: 66 (Co-DETR)
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
3DonCOCO minival
Params (M)· uses extra data· 2022-11-22
218
best: 1900 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
3DonCOCO minival
box AP· uses extra data· 2022-11-22
64.7
best: 66 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D ClassificationonCOCO test-dev
Params (M)· 2022-11-22
218
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D ClassificationonCOCO test-dev
box mAP· 2022-11-22
64.8
best: 66 (Co-DETR)
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D ClassificationonCOCO minival
Params (M)· uses extra data· 2022-11-22
218
best: 1900 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D ClassificationonCOCO minival
box AP· uses extra data· 2022-11-22
64.7
best: 66 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D Object DetectiononCOCO test-dev
Params (M)· 2022-11-22
218
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D Object DetectiononCOCO test-dev
box mAP· 2022-11-22
64.8
best: 66 (Co-DETR)
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D Object DetectiononCOCO minival
Params (M)· uses extra data· 2022-11-22
218
best: 1900 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D Object DetectiononCOCO minival
box AP· uses extra data· 2022-11-22
64.7
best: 66 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
16konCOCO test-dev
Params (M)· 2022-11-22
218
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
16konCOCO test-dev
box mAP· 2022-11-22
64.8
best: 66 (Co-DETR)
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
16konCOCO minival
Params (M)· uses extra data· 2022-11-22
218
best: 1900 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
16konCOCO minival
box AP· uses extra data· 2022-11-22
64.7
best: 66 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860

Computer Vision4 results

Object DetectiononCOCO test-dev
Params (M)· 2022-11-22
218
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Object DetectiononCOCO test-dev
box mAP· 2022-11-22
64.8
best: 66 (Co-DETR)
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Object DetectiononCOCO minival
Params (M)· uses extra data· 2022-11-22
218
best: 1900 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Object DetectiononCOCO minival
box AP· uses extra data· 2022-11-22
64.7
best: 66 (PE_spatial (DETA))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860