SOTAVerified

Object Detection

Papers

Showing 8190 of 10957 papers

TitleStatusHype
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition TasksCode3
MagicDrive: Street View Generation with Diverse 3D Geometry ControlCode3
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingCode3
Playing Non-Embedded Card-Based Games with Reinforcement LearningCode3
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object DetectionCode3
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample SelectionCode3
Hyper-YOLO: When Visual Object Detection Meets Hypergraph ComputationCode3
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary DetectionCode3
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object DetectionCode3
Leveraging Vision-Centric Multi-Modal Expertise for 3D Object DetectionCode3
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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