SOTAVerified

Object Detection

Papers

Showing 1120 of 10957 papers

TitleStatusHype
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorsCode7
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object DetectionCode7
Visual-RFT: Visual Reinforcement Fine-TuningCode7
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and ResolutionCode6
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and MoreCode5
EfficientRep:An Efficient Repvgg-style ConvNets with Hardware-aware Neural Network DesignCode5
Slicing Aided Hyper Inference and Fine-tuning for Small Object DetectionCode5
DINO-X: A Unified Vision Model for Open-World Object Detection and UnderstandingCode5
Retinexformer: One-stage Retinex-based Transformer for Low-light Image EnhancementCode5
DEIM: DETR with Improved Matching for Fast ConvergenceCode5
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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