SOTAVerified

Object Detection

Papers

Showing 141–150 of 10957 papers

TitleStatusHype
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras—0
Language-Driven Dual Style Mixing for Single-Domain Generalized Object DetectionCode0
VALISENS: A Validated Innovative Multi-Sensor System for Cooperative Automated Driving—0
Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection—0
M3CAD: Towards Generic Cooperative Autonomous Driving BenchmarkCode1
Underwater object detection in sonar imagery with detection transformer and Zero-shot neural architecture search—0
METOR: A Unified Framework for Mutual Enhancement of Objects and Relationships in Open-vocabulary Video Visual Relationship DetectionCode0
Camera-Only Bird's Eye View Perception: A Neural Approach to LiDAR-Free Environmental Mapping for Autonomous Vehicles—0
Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection—0
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection TransformerCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified