SOTAVerified

Object Detection

Papers

Showing 101–125 of 10957 papers

TitleStatusHype
CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving—0
MAFE R-CNN: Selecting More Samples to Learn Category-aware Features for Small Object Detection—0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining—0
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection—0
AdvReal: Adversarial Patch Generation Framework with Application to Adversarial Safety Evaluation of Object Detection SystemsCode1
Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAPCode0
RAZER: Robust Accelerated Zero-Shot 3D Open-Vocabulary Panoptic Reconstruction with Spatio-Temporal Aggregation—0
SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision TasksCode0
Detection of Underwater Multi-Targets Based on Self-Supervised Learning and Deformable Path Aggregation Feature Pyramid Network—0
Multispectral Detection Transformer with Infrared-Centric Sensor FusionCode0
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation—0
Decoupling Classifier for Boosting Few-shot Object Detection and Instance SegmentationCode1
InstanceBEV: Unifying Instance and BEV Representation for Global Modeling—0
Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis—0
Scaling Vision Mamba Across Resolutions via Fractal Traversal—0
Safety2Drive: Safety-Critical Scenario Benchmark for the Evaluation of Autonomous Driving—0
Non-planar Object Detection and Identification by Features Matching and Triangulation Growth—0
Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object DetectionCode2
Rethinking Features-Fused-Pyramid-Neck for Object DetectionCode2
VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection—0
Enhancing Transformers Through Conditioned Embedded Tokens—0
AGI-Elo: How Far Are We From Mastering A Task?Code1
EarthSynth: Generating Informative Earth Observation with Diffusion Models—0
Experimental Study on Automatically Assembling Custom Catering Packages With a 3-DOF Delta Robot Using Deep Learning Methods—0
Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study—0
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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