SOTAVerified

Object Categorization

Object categorization identifies which label, from a given set, best corresponds to an image region defined by an input image and bounding box.

Papers

Showing 7680 of 80 papers

TitleStatusHype
RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews from Unsupervised ViewpointsCode0
IAUnet: Global Context-Aware Feature Learning for Person Re-IdentificationCode0
Learning Deep Visual Object Models From Noisy Web Data: How to Make it WorkCode0
Are we done with object recognition? The iCub robot's perspectiveCode0
Collaborative Receptive Field LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Unified-IOXLCategorization (ablation)61.7Unverified
2GPV-2Categorization (ablation)54.7Unverified
3CLIPCategorization (ablation)48.1Unverified
4OFA_LargeCategorization (ablation)22.6Unverified