Object Detection On Coco 2017 Val

평가 지표

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	AP	Paper Title	Repository
MogaNet-XL (Cascade Mask R-CNN)	56.2	MogaNet: Multi-order Gated Aggregation Network
MogaNet-S (RetinaNet 1x)	45.8	MogaNet: Multi-order Gated Aggregation Network
Salience-DETR (Focal-L 1x)	57.3	Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement
SQR-Adamixer-R101	49.8	Enhanced Training of Query-Based Object Detection via Selective Query Recollection
Relation-DETR (ResNet50 2x)	52.1	Relation DETR: Exploring Explicit Position Relation Prior for Object Detection
Relation-DETR (Swin-L 2x)	58.1	Relation DETR: Exploring Explicit Position Relation Prior for Object Detection
MogaNet-B (Cascade Mask R-CNN)	52.6	MogaNet: Multi-order Gated Aggregation Network
MogaNet-L (Mask R-CNN 1x)	49.4	MogaNet: Multi-order Gated Aggregation Network
ViDT Swin-base	49.2	ViDT: An Efficient and Effective Fully Transformer-based Object Detector
Mr. DETR (Swin-L, 1x, 4scale)	58.4	Mr. DETR: Instructive Multi-Route Training for Detection Transformers	-
ViDT Swin-small	47.5	ViDT: An Efficient and Effective Fully Transformer-based Object Detector
ViDT Swin-nano	40.4	ViDT: An Efficient and Effective Fully Transformer-based Object Detector
MogaNet-S (Mask R-CNN 1x)	46.7	MogaNet: Multi-order Gated Aggregation Network
Salience-DETR (ResNet50 1x)	50.0	Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement
ViDT Swin-tiny	44.8	ViDT: An Efficient and Effective Fully Transformer-based Object Detector
Relation-DETR (ResNet50 1x)	51.7	Relation DETR: Exploring Explicit Position Relation Prior for Object Detection
MogaNet-B (RetinaNet 1x)	47.7	MogaNet: Multi-order Gated Aggregation Network
SQR-Adamixer-R50	48.9	Enhanced Training of Query-Based Object Detection via Selective Query Recollection
MogaNet-L (Cascade Mask R-CNN)	53.3	MogaNet: Multi-order Gated Aggregation Network
MogaNet-XT (RetinaNet 1x)	39.7	MogaNet: Multi-order Gated Aggregation Network

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