SOTAVerified

Binary Classification

Papers

Showing 22512275 of 2574 papers

TitleStatusHype
The Imitation Game: Detecting Human and AI-Generated Texts in the Era of ChatGPT and BARDCode0
Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification ProblemsCode0
UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language ModelsCode0
On the Learning Property of Logistic and Softmax Losses for Deep Neural NetworksCode0
The Implicit Bias of Depth: How Incremental Learning Drives GeneralizationCode0
RENT -- Repeated Elastic Net Technique for Feature SelectionCode0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
Representation of binary classification trees with binary features by quantum circuitsCode0
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution ModelingCode0
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim VerificationCode0
Towards Transparency in Coreference Resolution: A Quantum-Inspired ApproachCode0
On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution DetectionCode0
On transversality of bent hyperplane arrangements and the topological expressiveness of ReLU neural networksCode0
Learning visual groups from co-occurrences in space and timeCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Explicit Change Relation Learning for Change Detection in VHR Remote Sensing ImagesCode0
Video-Language Critic: Transferable Reward Functions for Language-Conditioned RoboticsCode0
Characterization of Overlap in Observational StudiesCode0
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy LabelsCode0
Benchmarking Representation Learning for Natural World Image CollectionsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media DiscourseCode0
Optimal Binary Classification Beyond AccuracyCode0
Stay Positive: Knowledge Graph Embedding Without Negative SamplingCode0
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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