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ResearchFormerly WizWand

Object Detection on COCO-Partial 10% labeled

43.5mAPSemi-DETR(DINO)
21.24427.02232.838.578Jul 18, 2022Sep 16, 2022Nov 16, 2022Jan 15, 2023Mar 17, 2023May 16, 2023Jul 16, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Semi-DETR(DINO)Category=End-to-End, Detector=DINO2023.0743.5
DINO SSOD (Baseline)Category=End-to-End, Detector=DINO, Training=SSOD Baseline2023.0741.6
Omi-DETR(DINO)Category=End-to-End, Detector=DINO2023.0741.3
Semi-DETR(Def-DETR)Category=End-to-End, Detector=Deformable DETR2023.0738.1
Dense TeacherCategory=One-Stage2023.0737.13
DSLCategory=Two-Stage2023.0736.22
PseCoCategory=Two-Stage2023.0736.06
DINO(Sup only)Category=End-to-End, Detector=DINO, Training=Supervised Only2023.0735
Def-DETR SSOD(Baseline)Category=End-to-End, Detector=Deformable DETR, Training=SSOD Baseline2023.0734.8
Omi-DETR(Def-DETR)Category=End-to-End, Detector=Deformable DETR2023.0734.1
Soft-TeacherCategory=Two-Stage2023.0734.04
Unbiased Teacher v2Category=One-Stage2023.0732.61
Unbiased TeacherCategory=Two-Stage2023.0731.5
STAC+VL-PLM2022.0729.61
Def-DETR(Sup only)Category=End-to-End, Detector=Deformable DETR, Training=Supervised Only2023.0729.2
STAC2022.0728.64
Supervised+VL-PLM2022.0727.23
Supervised+PLs2022.0725.98
Supervised2022.0722.1