SOTAVerified

Object Detection

Papers

Showing 10311040 of 10957 papers

TitleStatusHype
Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer LearningCode1
Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited LabelsCode1
Spectrum-driven Mixed-frequency Network for Hyperspectral Salient Object DetectionCode1
Boosting Object Detection with Zero-Shot Day-Night Domain AdaptationCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
Is Underwater Image Enhancement All Object Detectors Need?Code1
Do text-free diffusion models learn discriminative visual representations?Code1
The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understandingCode1
LEOD: Label-Efficient Object Detection for Event CamerasCode1
RQFormer: Rotated Query Transformer for End-to-End Oriented Object DetectionCode1
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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