SOTAVerified

Computational Efficiency

Methods and optimizations to reduce the computational resources (e.g., time, memory, or power) needed for training and inference in models. This involves techniques that streamline processing, optimize algorithms, or leverage hardware to enhance performance without compromising accuracy.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2026–2050 of 4891 papers

TitleStatusHype
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance—0
Expected Sliced Transport Plans—0
Exp-Concavity of Proper Composite Losses—0
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems—0
Exact Pareto Optimal Search for Multi-Task Learning and Multi-Criteria Decision-Making—0
Class-relevant Patch Embedding Selection for Few-Shot Image Classification—0
From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
From Point to probabilistic gradient boosting for claim frequency and severity prediction—0
An Integer Clustering Approach for Modeling Large-Scale EV Fleets with Guaranteed Performance—0
A Diagrammatic Approach to Improve Computational Efficiency in Group Equivariant Neural Networks—0
From Structured to Unstructured:A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs—0
Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards—0
ACL: Activating Capability of Linear Attention for Image Restoration—0
Exact first passage time distribution for second-order reactions in chemical networks—0
Exact Characterization of Aggregate Flexibility via Generalized Polymatroids—0
Classification of residential and non-residential buildings based on satellite data using deep learning—0
Exact Acceleration of Subgraph Graph Neural Networks by Eliminating Computation Redundancy—0
evS2CP: Real-time Simultaneous Speed and Charging Planner for Connected Electric Vehicles—0
Fundamental Survey on Neuromorphic Based Audio Classification—0
FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution—0
Classification of Power Quality Disturbances Using Resnet with Channel Attention Mechanism—0
An Innovative Networks in Federated Learning—0
Evolution and Efficiency in Neural Architecture Search: Bridging the Gap Between Expert Design and Automated Optimization—0
Classification of Occluded Objects using Fast Recurrent Processing—0
Show:102550
← PrevPage 82 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified