SOTAVerified

Object Detection

Papers

Showing 19611970 of 10957 papers

TitleStatusHype
Language-Driven Active Learning for Diverse Open-Set 3D Object DetectionCode0
ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerCode2
Simultaneous Detection and Interaction Reasoning for Object-Centric Action Recognition0
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation ModelsCode1
TempBEV: Improving Learned BEV Encoders with Combined Image and BEV Space Temporal Aggregation0
Multimodal 3D Object Detection on Unseen Domains0
Equivariant Spatio-Temporal Self-Supervision for LiDAR Object Detection0
Feature Corrective Transfer Learning: End-to-End Solutions to Object Detection in Non-Ideal Visual Conditions0
Detector Collapse: Physical-World Backdooring Object Detection to Catastrophic Overload or Blindness in Autonomous Driving0
Simple In-place Data Augmentation for Surveillance 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