SOTAVerified

Object Detection

Papers

Showing 15011525 of 10957 papers

TitleStatusHype
Rethinking Feature Backbone Fine-tuning for Remote Sensing Object Detection0
Multiple Object Detection and Tracking in Panoramic Videos for Cycling Safety AnalysisCode1
RayFormer: Improving Query-Based Multi-Camera 3D Object Detection via Ray-Centric Strategies0
A New Lightweight Hybrid Graph Convolutional Neural Network -- CNN Scheme for Scene Classification using Object Detection InferenceCode0
MLMT-CNN for Object Detection and Segmentation in Multi-layer and Multi-spectral Images0
Bucketed Ranking-based Losses for Efficient Training of Object DetectorsCode1
Enhancing Layout Hotspot Detection Efficiency with YOLOv8 and PCA-Guided Augmentation0
EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition0
Evaluating and Enhancing Trustworthiness of LLMs in Perception Tasks0
SUSTechGAN: Image Generation for Object Detection in Adverse Conditions of Autonomous DrivingCode0
Learning Visual Grounding from Generative Vision and Language Model0
General Geometry-aware Weakly Supervised 3D Object DetectionCode1
Enhancing Source-Free Domain Adaptive Object Detection with Low-confidence Pseudo Label DistillationCode0
DFMSD: Dual Feature Masking Stage-wise Knowledge Distillation for Object Detection0
Learning Camouflaged Object Detection from Noisy Pseudo Label0
GroupMamba: Efficient Group-Based Visual State Space ModelCode2
FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection0
AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm QuantizerCode1
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersCode0
Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients0
Embracing Events and Frames with Hierarchical Feature Refinement Network for Object DetectionCode1
Enhancing Wrist Fracture Detection with YOLOCode0
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised SegmentationCode0
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
Close the Sim2real Gap via Physically-based Structured Light Synthetic Data Simulation0
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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