SOTAVerified

Object Detection

Papers

Showing 5160 of 10957 papers

TitleStatusHype
GLIPv2: Unifying Localization and Vision-Language UnderstandingCode4
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and SegmentationCode4
Vision GNN: An Image is Worth Graph of NodesCode4
GCoNet+: A Stronger Group Collaborative Co-Salient Object DetectorCode4
EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense PredictionCode4
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNNCode4
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View RepresentationCode4
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual ModelsCode4
PP-YOLOE: An evolved version of YOLOCode4
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object DetectionCode4
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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