SOTAVerified

Object Detection

Papers

Showing 211220 of 10957 papers

TitleStatusHype
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise OptimizationCode2
ESOD: Efficient Small Object Detection on High-Resolution ImagesCode2
Evaluating Large-Vocabulary Object Detectors: The Devil is in the DetailsCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
F2DNet: Fast Focal Detection Network for Pedestrian DetectionCode2
FasterViT: Fast Vision Transformers with Hierarchical AttentionCode2
Fast R-CNNCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object DetectionCode2
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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