SOTAVerified

Binary Classification

Papers

Showing 301310 of 2574 papers

TitleStatusHype
Geometric Inductive Biases of Deep Networks: The Role of Data and ArchitectureCode0
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing0
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge0
Measurability in the Fundamental Theorem of Statistical Learning0
Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study0
Comparing Quantum Encoding Techniques0
Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation0
Efficient line search for optimizing Area Under the ROC Curve in gradient descentCode0
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation PredictionCode0
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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