SOTAVerified

Object Detection

Papers

Showing 121130 of 10957 papers

TitleStatusHype
Towards Automatic Power Battery Detection: New Challenge Benchmark Dataset and BaselineCode3
Detect Anything 3D in the WildCode3
LION: Linear Group RNN for 3D Object Detection in Point CloudsCode3
Panacea+: Panoramic and Controllable Video Generation for Autonomous DrivingCode3
A Comparative Analysis of Object Detection Metrics with a Companion Open-Source ToolkitCode3
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionCode3
Geometric-aware Pretraining for Vision-centric 3D Object DetectionCode3
BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object DetectionCode3
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary DetectionCode3
Bag of Freebies for Training Object Detection Neural NetworksCode3
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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