SOTAVerified

Object Detection

Papers

Showing 12211230 of 10957 papers

TitleStatusHype
ALSO: Automotive Lidar Self-supervision by Occupancy estimationCode1
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object DetectionCode1
Enhancing Sound Source Localization via False Negative EliminationCode1
ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels OnlyCode1
Cloud Object Detector Adaptation by Integrating Different Source KnowledgeCode1
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image UnderstandingCode1
Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree SearchCode1
-IoU: A Family of Power Intersection over Union Losses for Bounding Box RegressionCode1
CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object DetectionCode1
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance SegmentationCode1
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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