SOTAVerified

Object Detection

Papers

Showing 35513560 of 10957 papers

TitleStatusHype
detrex: Benchmarking Detection Transformers0
Stable Remaster: Bridging the Gap Between Old Content and New DisplaysCode0
Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine PerceptionCode2
Read, look and detect: Bounding box annotation from image-caption pairs0
BioGAN: An unpaired GAN-based image to image translation model for microbiological imagesCode0
FasterViT: Fast Vision Transformers with Hierarchical AttentionCode2
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point CloudsCode2
Illumination Controllable Dehazing Network based on Unsupervised Retinex EmbeddingCode1
Improving LiDAR 3D Object Detection via Range-based Point Cloud Density Optimization0
Point-LGMask: Local and Global Contexts Embedding for Point Cloud Pre-training with Multi-Ratio MaskingCode0
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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