SOTAVerified

Object Detection

Papers

Showing 101110 of 10957 papers

TitleStatusHype
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object DetectionCode3
OVLW-DETR: Open-Vocabulary Light-Weighted Detection TransformerCode3
General Object Foundation Model for Images and Videos at ScaleCode3
PETR: Position Embedding Transformation for Multi-View 3D Object DetectionCode3
PlainMamba: Improving Non-Hierarchical Mamba in Visual RecognitionCode3
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation ModelsCode3
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object DetectionCode3
Practical Video Object Detection via Feature Selection and AggregationCode3
Cross Modal Transformer: Towards Fast and Robust 3D Object DetectionCode3
Geometric-aware Pretraining for Vision-centric 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