{"total":60,"rows":[{"id":"2401.05459","title":"Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security","created":"2024-01-10","cited_by_count":260,"area":"agents"},{"id":"2504.15279","title":"VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models","created":"2025-04-21","cited_by_count":107,"area":"lr"},{"id":"2503.03803","title":"EgoLife: Towards Egocentric Life Assistant","created":"2025-03-05","cited_by_count":91,"area":null},{"id":"2502.07411","title":"EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering","created":"2025-02-11","cited_by_count":44,"area":null},{"id":"2503.13646","title":"Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos","created":"2025-03-17","cited_by_count":44,"area":"mllm"},{"id":"2410.15461","title":"EVA: An Embodied World Model for Future Video Anticipation","created":"2024-10-20","cited_by_count":28,"area":"wm"},{"id":"2510.17801","title":"Robobench: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models as Embodied Brain","created":"2025-10-20","cited_by_count":25,"area":"mllm"},{"id":"2410.07177","title":"MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA","created":"2024-10-09","cited_by_count":24,"area":"mllm"},{"id":"2509.07447","title":"In the Eye of MLLM: Benchmarking Egocentric Video Intent Understanding with Gaze-Guided Prompting","created":"2025-09-09","cited_by_count":22,"area":"mllm"},{"id":"2503.08221","title":"EgoBlind: Towards Egocentric Visual Assistance for the Blind","created":"2025-03-11","cited_by_count":21,"area":"mllm"},{"id":"2508.10729","title":"EgoCross: Benchmarking Multimodal Large Language Models for Cross-Domain Egocentric Video Question Answering","created":"2025-08-14","cited_by_count":21,"area":"mllm"},{"id":"2503.15275","title":"Challenges and Trends in Egocentric Vision: A Survey","created":"2025-03-19","cited_by_count":20,"area":null},{"id":"2510.06218","title":"EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark","created":"2025-10-07","cited_by_count":19,"area":null},{"id":"2405.19783","title":"Instruction-Guided Visual Masking","created":"2024-05-30","cited_by_count":17,"area":null},{"id":"2410.14682","title":"ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models","created":"2024-10-02","cited_by_count":13,"area":null},{"id":"2509.24473","title":"Euclid's Gift: Enhancing Spatial Perception and Reasoning in Vision-Language Models via Geometric Surrogate Tasks","created":"2025-09-29","cited_by_count":13,"area":"lr"},{"id":"2601.04137","title":"Wow, wo, val! A Comprehensive Embodied World Model Evaluation Turing Test","created":"2026-01-07","cited_by_count":13,"area":"wm"},{"id":"2512.04451","title":"StreamEQA: Towards Streaming Video Understanding for Embodied Scenarios","created":"2025-12-04","cited_by_count":12,"area":null},{"id":"2510.23981","title":"TeleEgo: Benchmarking Egocentric AI Assistants in the Wild","created":"2025-10-28","cited_by_count":11,"area":null},{"id":"2512.16793","title":"PhysBrain: Human Egocentric Data as a Bridge from Vision Language Models to Physical Intelligence","created":"2025-12-18","cited_by_count":11,"area":"mllm"},{"id":"2602.14122","title":"EgoSound: Benchmarking Sound Understanding in Egocentric Videos","created":"2026-02-15","cited_by_count":11,"area":"mllm"},{"id":"2504.04550","title":"Advancing Egocentric Video Question Answering with Multimodal Large Language Models","created":"2025-04-06","cited_by_count":8,"area":"lr"},{"id":"2510.22443","title":"Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents","created":"2025-10-25","cited_by_count":8,"area":"mllm"},{"id":"2605.24496","title":"EgoAction: Egocentric Action Composition with Reliability-Aware Temporal Fusion for the EPIC-KITCHENS Action Detection Challenge at CVPR 2026","created":"2026-05-23","cited_by_count":8,"area":null},{"id":"2604.01966","title":"Ego-Grounding for Personalized Question-Answering in Egocentric Videos","created":"2026-04-02","cited_by_count":7,"area":"mllm"},{"id":"2503.12955","title":"HIS-GPT: Towards 3D Human-In-Scene Multimodal Understanding","created":"2025-03-17","cited_by_count":6,"area":null},{"id":"2505.21955","title":"Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs","created":"2025-05-28","cited_by_count":6,"area":"mllm"},{"id":"2506.05787","title":"EASG-Bench: Video Q&A Benchmark with Egocentric Action Scene Graphs","created":"2025-06-06","cited_by_count":6,"area":null},{"id":"2603.17312","title":"Recurrent Reasoning with Vision-Language Models for Estimating Long-Horizon Embodied Task Progress","created":"2026-03-18","cited_by_count":6,"area":"lr"},{"id":"2606.24422","title":"EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding","created":"2026-06-23","cited_by_count":6,"area":"mllm"},{"id":"2504.01472","title":"ANNEXE: Unified Analyzing, Answering, and Pixel Grounding for Egocentric Interaction","created":"2025-04-02","cited_by_count":5,"area":null},{"id":"2510.26113","title":"EgoExo-Con: Exploring View-Invariant Video Temporal Understanding","created":"2025-10-30","cited_by_count":5,"area":null},{"id":"2511.23055","title":"MindPower: Enabling Theory-of-Mind Reasoning in VLM-based Embodied Agents","created":"2025-11-28","cited_by_count":5,"area":"agents"},{"id":"2603.09827","title":"MA-EgoQA: Question Answering over Egocentric Videos from Multiple Embodied Agents","created":"2026-03-10","cited_by_count":5,"area":null},{"id":"2603.22529","title":"Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos","created":"2026-03-23","cited_by_count":5,"area":"agents"},{"id":"2605.24481","title":"OmniEgo-R$^2$: A Routed Reasoning Framework for the 1st Cross-Domain EgoCross Challenge at CVPR 2026","created":"2026-05-23","cited_by_count":5,"area":"lr"},{"id":"2607.11523","title":"Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos","created":"2026-07-13","cited_by_count":5,"area":null},{"id":"2510.20578","title":"EmbodiedBrain: Expanding Performance Boundaries of Task Planning for Embodied Intelligence","created":"2025-10-23","cited_by_count":4,"area":"mllm"},{"id":"2511.18242","title":"EgoVITA: Learning to Plan and Verify for Egocentric Video Reasoning","created":"2025-11-23","cited_by_count":4,"area":"lr"},{"id":"2512.13238","title":"Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance","created":"2025-12-15","cited_by_count":4,"area":null},{"id":"2605.20544","title":"The Yes-Man Syndrome: Benchmarking Abstention in Embodied Robotic Agents","created":"2026-05-19","cited_by_count":4,"area":"mllm"},{"id":"2507.02373","title":"UVLM: Benchmarking Video Language Model for Underwater World Understanding","created":"2025-07-03","cited_by_count":3,"area":null},{"id":"2602.06139","title":"EgoAVU: Egocentric Audio-Visual Understanding","created":"2026-02-05","cited_by_count":3,"area":null},{"id":"2606.16295","title":"VisualClaw: A Real-Time, Personalized Agent for the Physical World","created":"2026-06-15","cited_by_count":3,"area":"mllm"},{"id":"2406.10057","title":"First Multi-Dimensional Evaluation of Flowchart Comprehension for Multimodal Large Language Models","created":"2024-06-14","cited_by_count":2,"area":"mllm"},{"id":"2506.03662","title":"Zero-Shot Temporal Interaction Localization for Egocentric Videos","created":"2025-06-04","cited_by_count":2,"area":null},{"id":"2510.24161","title":"BLM$_1$: A Boundless Large Model for Cross-Space, Cross-Task, and Cross-Embodiment Learning","created":"2025-10-28","cited_by_count":2,"area":"lr"},{"id":"2512.00885","title":"HanDyVQA: A Video QA Benchmark for Fine-Grained Hand-Object Interaction Dynamics","created":"2025-11-30","cited_by_count":2,"area":null},{"id":"2604.19564","title":"EgoSelf: From Memory to Personalized Egocentric Assistant","created":"2026-04-21","cited_by_count":2,"area":null},{"id":"2606.27876","title":"SpatialUAV: Benchmarking Spatial Intelligence for Low-Altitude UAV Perception, Collaboration, and Motion","created":"2026-06-26","cited_by_count":2,"area":null},{"id":"2508.12349","title":"EgoLoc: A Generalizable Solution for Temporal Interaction Localization in Egocentric Videos","created":"2025-08-17","cited_by_count":1,"area":null},{"id":"2603.09731","title":"EXPLORE-Bench: Egocentric Scene Prediction with Long-Horizon Reasoning","created":"2026-03-10","cited_by_count":1,"area":"lr"},{"id":"2603.12533","title":"Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering","created":"2026-03-13","cited_by_count":1,"area":null},{"id":"2605.15342","title":"Minerva-Ego: Spatiotemporal Hints for Egocentric Video Understanding","created":"2026-05-14","cited_by_count":1,"area":"lr"},{"id":"2511.18685","title":"Beyond Description: Cognitively Benchmarking Fine-Grained Action for Embodied Agents","created":"2025-11-24","cited_by_count":0,"area":"mllm"},{"id":"2604.10985","title":"Back to the Barn with LLAMAs: Evolving Pretrained LLM Backbones in Finetuning Vision Language Models","created":"2026-04-13","cited_by_count":0,"area":"lr"},{"id":"2605.19130","title":"EgoBabyVLM: Benchmarking Cross-Modal Learning from Naturalistic Egocentric Video Data","created":"2026-05-18","cited_by_count":0,"area":"mllm"},{"id":"2607.14497","title":"Reinforcing Egocentric Spatial Perception in Multimodal Large Language Models via Ego Scene Augmentation","created":"2026-07-16","cited_by_count":0,"area":"mllm"},{"id":"2608.04589","title":"The First EgoCross Challenge at EgoVis 2026: Cross-Domain Egocentric Video Question Answering","created":"2026-08-05","cited_by_count":0,"area":"mllm"},{"id":"2610.05013","title":"EMBER-Bench: Benchmarking Cross-Event Causal Memory in Long-Horizon Embodied Tasks","created":"2026-10-04","cited_by_count":0,"area":null}],"next_cursor":null}