SOTAVerified

Object Detection

Papers

Showing 27812790 of 10957 papers

TitleStatusHype
Detecting As Labeling: Rethinking LiDAR-camera Fusion in 3D Object DetectionCode3
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications0
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer VisionCode1
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics0
Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning0
DRUformer: Enhancing the driving scene Important object detection with driving relationship self-understanding0
Automatized Self-Supervised Learning for Skin Lesion Screening0
Improved Pothole Detection Using YOLOv7 and ESRGANCode0
Towards A Unified Neural Architecture for Visual Recognition and Reasoning0
Refining the ONCE Benchmark with Hyperparameter Tuning0
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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