Papers in this area
Showing 1–10 of 10 papers
| Task | Papers | Results |
|---|---|---|
| Image Classification Image Classification is a fundamental task in vision recogni… | 10,419 | 2,912 |
| Semantic Segmentation | 14,763 | 1,920 |
| Object Detection | 10,957 | 981 |
| Few-Shot Image Classification Few-Shot Image Classification is a computer vision task that… | 353 | 913 |
| 3D Object Detection 3D Object Detection is a task in computer vision where the g… | 1,576 | 809 |
| Action Recognition Action Recognition is a computer vision task that involves r… | 2,759 | 650 |
| Domain Generalization The idea of Domain Generalization is to learn from one or mu… | 1,751 | 570 |
| Person Re-Identification Person Re-Identification is a computer vision task in which … | 1,488 | 533 |
| Few-Shot Semantic Segmentation Few-shot semantic segmentation (FSS) learns to segment targe… | 168 | 458 |
| Semi-Supervised Image Classification Semi-supervised image classification leverages unlabelled da… | 167 | 456 |
| 3D Human Pose Estimation 3D Human Pose Estimation is a computer vision task that invo… | 665 | 454 |
| Semi-Supervised Video Object Segmentation The semi-supervised scenario assumes the user inputs a full … | 147 | 380 |
| Fine-Grained Image Classification Fine-Grained Image Classification is a task in computer visi… | 353 | 377 |
| Instance Segmentation Instance Segmentation is a computer vision task that involve… | 2,262 | 340 |
| Image Clustering Models that partition the dataset into semantically meaningf… | 236 | 329 |
| Visual Object Tracking Visual Object Tracking is an important research topic in com… | 341 | 289 |
| Pose Estimation Pose Estimation is a computer vision task where the goal is … | 4,228 | 236 |
| Multi-Object Tracking Multi-Object Tracking is a task in computer vision that invo… | 671 | 227 |
| 3D Point Cloud Classification | 202 | 216 |
| Panoptic Segmentation Panoptic Segmentation is a computer vision task that combine… | 462 | 208 |
| Point Cloud Registration Point Cloud Registration is a fundamental problem in 3D comp… | 447 | 190 |
| Scene Text Recognition See [Scene Text Detection](https://paperswithcode.com/task/s… | 269 | 190 |
| Video Quality Assessment Video Quality Assessment is a computer vision task aiming to… | 216 | 186 |
| Facial Expression Recognition (FER) Facial Expression Recognition (FER) is a computer vision tas… | 492 | 167 |
| RGB Salient Object Detection RGB Salient object detection is a task-based on a visual att… | 222 | 159 |
| Change Detection Change Detection is a computer vision task that involves det… | 919 | 146 |
| Scene Text Detection Scene Text Detection is a computer vision task that involves… | 213 | 146 |
| 3D Semantic Segmentation 3D Semantic Segmentation is a computer vision task that invo… | 348 | 145 |
| 3D Multi-Object Tracking Image: [Weng et al](https://arxiv.org/pdf/1907.03961v4.pdf) | 101 | 140 |
| Face Detection Face Detection is a computer vision task that involves autom… | 536 | 139 |
| Optical Flow Estimation Optical Flow Estimation is a computer vision task that invol… | 2,184 | 133 |
| Video Instance Segmentation The goal of video instance segmentation is simultaneous dete… | 148 | 133 |
| Face Verification Face Verification is a machine learning task in computer vis… | 360 | 130 |
| 3D Object Tracking 3D Object Tracking is a computer vision task dedicated to mo… | 67 | 127 |
| Open Vocabulary Semantic Segmentation | 113 | 124 |
| Action Segmentation Action Segmentation is a challenging problem in high-level v… | 219 | 120 |
| Few-Shot Object Detection Few-Shot Object Detection is a computer vision task that inv… | 179 | 111 |
| Semi-Supervised Object Detection Semi-supervised object detection uses both labeled data and … | 115 | 110 |
| Age Estimation Age Estimation is the task of estimating the age of a person… | 254 | 109 |
| Weakly Supervised Action Localization In this task, the training data consists of videos with a li… | 55 | 107 |
| Human-Object Interaction Detection Human-Object Interaction (HOI) detection is a task of identi… | 449 | 103 |
| Zero-Shot Action Recognition | 83 | 103 |
| 3D Hand Pose Estimation Image: [Zimmerman et l](https://arxiv.xsrg/pdf/1705.01389v3.… | 178 | 102 |
| Unsupervised Semantic Segmentation Models that learn to segment each image (i.e. assign a class… | 95 | 97 |
| Video Object Segmentation Video object segmentation is a binary labeling problem aimin… | 551 | 96 |
| Zero-Shot Transfer Image Classification | 19 | 95 |
| Multi-Person Pose Estimation Multi-person pose estimation is the task of estimating the p… | 151 | 94 |
| Pedestrian Detection Pedestrian detection is the task of detecting pedestrians fr… | 438 | 92 |
| Face Recognition Facial Recognition is the task of making a positive identifi… | 2,329 | 88 |
| Action Detection Action Detection aims to find both where and when an action … | 817 | 81 |