SOTAVerified

Object Detection

Papers

Showing 30513060 of 10957 papers

TitleStatusHype
DEYOv3: DETR with YOLO for Real-time Object DetectionCode0
Unsupervised Domain Adaptation for Self-Driving from Past Traversal FeaturesCode0
FGFusion: Fine-Grained Lidar-Camera Fusion for 3D Object DetectionCode1
H²O: Heatmap by Hierarchical OcclusionCode0
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute MechanismCode0
RMT: Retentive Networks Meet Vision TransformersCode2
EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise OptimizationCode2
Shape Anchor Guided Holistic Indoor Scene UnderstandingCode0
Dynamic Tiling: A Model-Agnostic, Adaptive, Scalable, and Inference-Data-Centric Approach for Efficient and Accurate Small Object Detection0
Auto-ACD: A Large-scale Dataset for Audio-Language Representation Learning0
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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