SOTAVerified

Long-range modeling

A new task for testing the long-sequence modeling capabilities and efficiency of language models.

Image credit: SCROLLS: Standardized CompaRison Over Long Language Sequences

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–95 of 95 papers

TitleStatusHype
ReGNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction—0
How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections—0
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation—0
Exploring Historical Information for RGBE Visual Tracking with Mamba—0
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation—0
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model—0
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
S7: Selective and Simplified State Space Layers for Sequence Modeling—0
A General-Purpose Multilingual Document EncoderCode0
Advancing Regular Language Reasoning in Linear Recurrent Neural NetworksCode0
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language ModelsCode0
Dimension Mixer: Group Mixing of Input Dimensions for Efficient Function ApproximationCode0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
Sparse Factorization of Large Square MatricesCode0
Part Representation Learning with Teacher-Student Decoder for Occluded Person Re-identificationCode0
RFR-WWANet: Weighted Window Attention-Based Recovery Feature Resolution Network for Unsupervised Image RegistrationCode0
Hybrid-Emba3D: Geometry-Aware and Cross-Path Feature Hybrid Enhanced State Space Model for Point Cloud ClassificationCode0
vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual RecognitionCode0
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow RemovalCode0
Show:102550
← PrevPage 4 of 4Next →

No leaderboard results yet.