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Benchmarking

Papers

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Showing 2601–2650 of 5548 papers

TitleStatusHype
SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework—0
Benchmark Analysis of Various Pre-trained Deep Learning Models on ASSIRA Cats and Dogs Dataset—0
MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationCode0
TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models—0
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning—0
Attention versus Contrastive Learning of Tabular Data -- A Data-centric Benchmarking—0
Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural NetworksCode0
Segment Anything Model for Medical Image Segmentation: Current Applications and Future DirectionsCode5
NovelGym: A Flexible Ecosystem for Hybrid Planning and Learning Agents Designed for Open Worlds—0
CAVIAR: Co-simulation of 6G Communications, 3D Scenarios and AI for Digital TwinsCode1
Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping—0
German Text Embedding Clustering BenchmarkCode1
Benchmarking PathCLIP for Pathology Image Analysis—0
Enhancing 3D-Air Signature by Pen Tip Tail Trajectory Awareness: Dataset and Featuring by Novel Spatio-temporal CNNCode0
Nodule detection and generation on chest X-rays: NODE21 Challenge—0
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets—0
Benchmarking Audio Visual Segmentation for Long-Untrimmed Videos—0
Hyperbolic Anomaly Detection—0
AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One—0
FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning—0
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified BenchmarkCode2
Sheared Backpropagation for Fine-tuning Foundation Models—0
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures—0
SEED-Bench: Benchmarking Multimodal Large Language ModelsCode3
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language ModelsCode1
Temporal Validity Change Prediction—0
Benchmarking Large Language Models on Controllable Generation under Diversified InstructionsCode1
Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models—0
Benchmarking Hebbian learning rules for associative memory—0
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRACode1
TSPP: A Unified Benchmarking Tool for Time-series ForecastingCode0
FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNNsCode0
Knowledge Enhanced Conditional Imputation for Healthcare Time-seriesCode0
Combining SNNs with Filtering for Efficient Neural Decoding in Implantable Brain-Machine Interfaces—0
RDF-star2Vec: RDF-star Graph Embeddings for Data MiningCode0
APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and BeyondCode1
Data needs and challenges for quantum dot devices automation—0
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks—0
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language ModelsCode1
Incorporating Human Flexibility through Reward Preferences in Human-AI Teaming—0
ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural Networks—0
RetailSynth: Synthetic Data Generation for Retail AI Systems EvaluationCode1
AN ELIXIR FOR BLOCKCHAIN SCALABILITY WITH CHANNEL BASED CLUSTERED SHARDING—0
Neural feels with neural fields: Visuo-tactile perception for in-hand manipulation—0
Review and experimental benchmarking of machine learning algorithms for efficient optimization of cold atom experiments—0
Comparing Machine Learning Algorithms by Union-Free Generic DepthCode0
Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest—0
Perception Test 2023: A Summary of the First Challenge And Outcome—0
FiFAR: A Fraud Detection Dataset for Learning to DeferCode1
Scaling Compute Is Not All You Need for Adversarial RobustnessCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified