SOTAVerified

Image Classification

Image Classification is a fundamental task in vision recognition that aims to understand and categorize an image as a whole under a specific label. Unlike object detection, which involves classification and location of multiple objects within an image, image classification typically pertains to single-object images. When the classification becomes highly detailed or reaches instance-level, it is often referred to as image retrieval, which also involves finding similar images in a large database.

Source: Metamorphic Testing for Object Detection Systems

Papers

Showing 29312940 of 10420 papers

TitleStatusHype
Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image ClassificationCode0
Learning local discrete features in explainable-by-design convolutional neural networksCode0
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP0
Domain-decomposed image classification algorithms using linear discriminant analysis and convolutional neural networks0
Multilingual Vision-Language Pre-training for the Remote Sensing DomainCode0
Developing Convolutional Neural Networks using a Novel Lamarckian Co-Evolutionary Algorithm0
Bayesian Optimization for Hyperparameters Tuning in Neural Networks0
Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity0
Breast Cancer Histopathology Classification using CBAM-EfficientNetV2 with Transfer Learning0
FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake DetectionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CoCa (finetuned)Top 1 Accuracy91Unverified
2Model soups (BASIC-L)Top 1 Accuracy90.98Unverified
3Model soups (ViT-G/14)Top 1 Accuracy90.94Unverified
4DaViT-GTop 1 Accuracy90.4Unverified
5DaViT-HTop 1 Accuracy90.2Unverified
6Meta Pseudo Labels (EfficientNet-L2)Top 1 Accuracy90.2Unverified
7SwinV2-GTop 1 Accuracy90.17Unverified
8MAWS (ViT-6.5B)Top 1 Accuracy90.1Unverified
9Florence-CoSwin-HTop 1 Accuracy90.05Unverified
10Meta Pseudo Labels (EfficientNet-B6-Wide)Top 1 Accuracy90Unverified