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 3476–3500 of 4891 papers

TitleStatusHype
LLM-Generated Heuristics for AI Planning: Do We Even Need Domain-Independence Anymore?—0
LLM-guided Chemical Process Optimization with a Multi-Agent Approach—0
LLMPi: Optimizing LLMs for High-Throughput on Raspberry Pi—0
LLMs meet Federated Learning for Scalable and Secure IoT Management—0
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment—0
LMSeg: A deep graph message-passing network for efficient and accurate semantic segmentation of large-scale 3D landscape meshes—0
Local Grid Rendering Networks for 3D Object Detection in Point Clouds—0
Locality-aware Surrogates for Gradient-based Black-box Optimization—0
Localization of DOA trajectories -- Beyond the grid—0
Localization Uncertainty Estimation for Anchor-Free Object Detection—0
LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data—0
Locally Adaptive One-Class Classifier Fusion with Dynamic p-Norm Constraints for Robust Anomaly Detection—0
Locally induced Gaussian processes for large-scale simulation experiments—0
Local, Private, Efficient Protocols for Succinct Histograms—0
Local-To-Global Point Cloud Registration Using a Dictionary of Viewpoint Descriptors—0
Local vs. Global Models for Hierarchical Forecasting—0
Locating 3D Object Proposals: A Depth-Based Online Approach—0
Location reference recognition from texts: A survey and comparison—0
Lodge++: High-quality and Long Dance Generation with Vivid Choreography Patterns—0
LOF: Structure-Aware Line Tracking based on Optical Flow—0
Logic programming for deliberative robotic task planning—0
Operationalizing Declarative and Procedural Knowledge: a Benchmark on Logic Programming Petri Nets (LPPNs)—0
Logspace Reducibility From Secret Leakage Planted Clique—0
Long-Context State-Space Video World Models—0
Long or short CoT? Investigating Instance-level Switch of Large Reasoning Models—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified