SOTAVerified

Binary Classification

Papers

Showing 22612270 of 2574 papers

TitleStatusHype
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
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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