SOTAVerified

Binary Classification

Papers

Showing 681690 of 2574 papers

TitleStatusHype
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction ExpertsCode1
Explicit Change Relation Learning for Change Detection in VHR Remote Sensing ImagesCode0
Human-Centric Autonomous Systems With LLMs for User Command ReasoningCode1
Training A Multi-stage Deep Classifier with Feedback Signals0
The AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of AircraftCode0
Reframing Audience Expansion through the Lens of Probability Density EstimationCode0
Regression with Cost-based Rejection0
Regularized Linear Regression for Binary Classification0
Obtaining Explainable Classification Models using Distributionally Robust Optimization0
Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization AlgorithmsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified