ECG-Scroll: A Long-Horizon, Streaming Benchmark and Agent Environment for Interpretation of Ambulatory Electrocardiograms
cs.LG, cs.AI, cs.CL, eess.SP
Submitted: 2026-09-27
Updated: 2026-09-27
Code: https://github.com/CuCl-2/ECG-Scroll
Terminology
Sources
- The Llama 3 Herd of Models
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation
- De-biased Multimodal Electrocardiogram Analysis
- FOCAL: Fine-Grained Optimal-Transport-Driven Contrastive Alignment of Language and ECGs with Waveform Enhancement
- Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
- Teach Multimodal LLMs to Comprehend Electrocardiographic Images
- MemGPT: Towards LLMs as Operating Systems
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery
- AnyECG: Foundational Models for Multitask Cardiac Analysis in Real-World Settings
- DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression
- Qwen3 Technical Report
- ReAct: Synergizing Reasoning and Acting in Language Models
- $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
- GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
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