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Models/Co-DETR

Co-DETR

Reported on 32 benchmarks across 6 tasks · 1 paper · 24 SOTA

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

Computer Vision16 results

Object DetectiononCOCO test-dev
box mAP· 2022-11-22
66
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Object DetectiononCOCO minival
Params (M)· uses extra data· 2022-11-22
314
best: 1900 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Object DetectiononCOCO minival
box AP· uses extra data· 2022-11-22
65.9
best: 66 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO minival
AP75· uses extra data· 2022-11-22
62.8
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO minival
APL· uses extra data· 2022-11-22
74.6
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO minival
APM· uses extra data· 2022-11-22
59.7
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO minival
APS· uses extra data· 2022-11-22
38.9
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO minival
mask AP· uses extra data· 2022-11-22
56.6
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO test-dev
AP75· uses extra data· 2022-11-22
63.4
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO test-dev
APM· uses extra data· 2022-11-22
60.1
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO test-dev
APS· uses extra data· 2022-11-22
41.6
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO test-dev
mask AP· uses extra data· 2022-11-22
57.1
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Object DetectiononCOCO test-dev
Params (M)· 2022-11-22
304
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO minival
AP50· uses extra data· 2022-11-22
79.7
best: 80.1 (InternImage-H)
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO test-dev
AP50· uses extra data· 2022-11-22
80.2
best: 80.8 (InternImage-H)
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
Instance SegmentationonCOCO test-dev
APL· uses extra data· 2022-11-22
72
best: 72.4 (EVA)
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860

Methodology16 results

3DonCOCO test-dev
box mAP· 2022-11-22
66
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
3DonCOCO minival
Params (M)· uses extra data· 2022-11-22
314
best: 1900 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
3DonCOCO minival
box AP· uses extra data· 2022-11-22
65.9
best: 66 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D ClassificationonCOCO test-dev
box mAP· 2022-11-22
66
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D ClassificationonCOCO minival
Params (M)· uses extra data· 2022-11-22
314
best: 1900 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D ClassificationonCOCO minival
box AP· uses extra data· 2022-11-22
65.9
best: 66 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D Object DetectiononCOCO test-dev
box mAP· 2022-11-22
66
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D Object DetectiononCOCO minival
Params (M)· uses extra data· 2022-11-22
314
best: 1900 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D Object DetectiononCOCO minival
box AP· uses extra data· 2022-11-22
65.9
best: 66 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
16konCOCO test-dev
box mAP· 2022-11-22
66
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
16konCOCO minival
Params (M)· uses extra data· 2022-11-22
314
best: 1900 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
16konCOCO minival
box AP· uses extra data· 2022-11-22
65.9
best: 66 (PE_spatial (DETA))
SOTA
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
3DonCOCO test-dev
Params (M)· 2022-11-22
304
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D ClassificationonCOCO test-dev
Params (M)· 2022-11-22
304
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
2D Object DetectiononCOCO test-dev
Params (M)· 2022-11-22
304
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860
16konCOCO test-dev
Params (M)· 2022-11-22
304
best: 3000 (SwinV2-G (HTC++))
DETRs with Collaborative Hybrid Assignments Training arXiv:2211.12860