SOTAVerified

Object Detection

Papers

Showing 34513460 of 10957 papers

TitleStatusHype
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and CalibrationCode1
Artifacts Mapping: Multi-Modal Semantic Mapping for Object Detection and 3D Localization0
LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion0
Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the Wild0
HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection0
Learning Degradation-Independent Representations for Camera ISP Pipelines0
Review helps learn better: Temporal Supervised Knowledge Distillation0
SSC3OD: Sparsely Supervised Collaborative 3D Object Detection from LiDAR Point Clouds0
MAM Faster R-CNN: Improved Faster R-CNN based on Malformed Attention Module for object detection on X-ray security inspection0
Q-YOLO: Efficient Inference for Real-time Object Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified