SOTAVerified

Object Detection

Papers

Showing 111120 of 10957 papers

TitleStatusHype
MagicDrive: Street View Generation with Diverse 3D Geometry ControlCode3
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary DetectionCode3
SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and MoreCode3
Geometric-aware Pretraining for Vision-centric 3D Object DetectionCode3
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose EstimationCode3
SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous DrivingCode3
Cross-Modal Causal Intervention for Medical Report GenerationCode3
Universal Instance Perception as Object Discovery and RetrievalCode3
Cut and Learn for Unsupervised Object Detection and Instance SegmentationCode3
Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked ModelingCode3
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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