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

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Showing 1–10 of 95 papers

TitleStatusHype
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKVCode1
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language ModelsCode0
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object DetectionCode2
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation—0
M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration—0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation ModelCode1
Hybrid-Emba3D: Geometry-Aware and Cross-Path Feature Hybrid Enhanced State Space Model for Point Cloud ClassificationCode0
ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration—0
VADMamba: Exploring State Space Models for Fast Video Anomaly DetectionCode1
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