{"total":27,"rows":[{"id":"2508.13142","title":"Holistic Evaluation of Multimodal LLMs on Spatial Intelligence","created":"2025-08-18","cited_by_count":29,"area":"mllm"},{"id":"2602.20794","title":"VGGDrive: Empowering Vision-Language Models with Cross-View Geometric Grounding for Autonomous Driving","created":"2026-02-24","cited_by_count":20,"area":"mllm"},{"id":"2603.06704","title":"On the Generalization Capacities of MLLMs for Spatial Intelligence","created":"2026-03-05","cited_by_count":7,"area":"mllm"},{"id":"2506.09935","title":"LEO-VL: Efficient Scene Representation for Scalable 3D Vision-Language Learning","created":"2025-06-11","cited_by_count":5,"area":"mllm"},{"id":"2608.02980","title":"Qwen-3D: A Generalist 3D Vision-Language Model for Spatial Understanding","created":"2026-08-04","cited_by_count":5,"area":"mllm"},{"id":"2604.05695","title":"Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs","created":"2026-04-07","cited_by_count":4,"area":"mllm"},{"id":"2604.18260","title":"Geometry-Guided 3D Visual Token Pruning for Video-Language Models","created":"2026-04-20","cited_by_count":4,"area":"mllm"},{"id":"2605.15876","title":"Unlocking Dense Metric Depth Estimation in VLMs","created":"2026-05-15","cited_by_count":4,"area":"mllm"},{"id":"2603.13119","title":"Geometry-Guided Camera Motion Understanding in VideoLLMs","created":"2026-03-13","cited_by_count":3,"area":"mllm"},{"id":"2605.18621","title":"CrossView Suite: Harnessing Cross-view Spatial Intelligence of MLLMs with Dataset, Model and Benchmark","created":"2026-05-18","cited_by_count":3,"area":"mllm"},{"id":"2609.01004","title":"SinkPruner: Sink-Free Visual Token Pruning for Multimodal Large Language Models","created":"2026-09-01","cited_by_count":3,"area":"mllm"},{"id":"2512.17012","title":"4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation","created":"2025-12-18","cited_by_count":2,"area":"mllm"},{"id":"2605.19390","title":"LMM-Track4D: Eliciting 4D Dynamic Reasoning in LMMs via Trajectory-Grounded Dialogue","created":"2026-05-19","cited_by_count":2,"area":"mllm"},{"id":"2604.03296","title":"3D-IDE: 3D Implicit Depth Emergent","created":"2026-03-28","cited_by_count":1,"area":"mllm"},{"id":"2605.19528","title":"Towards Camera-Robust 3D Localization: Equation-Anchored Tool-Use for MLLMs","created":"2026-05-19","cited_by_count":1,"area":"mllm"},{"id":"2606.05833","title":"Learning Geometric Representations from Videos for Spatial Intelligent Multimodal Large Language Models","created":"2026-06-04","cited_by_count":1,"area":"mllm"},{"id":"2606.06891","title":"Stream3D-VLM: Online 3D Spatial Understanding with Incremental Geometry Priors","created":"2026-06-05","cited_by_count":1,"area":"mllm"},{"id":"2609.38177","title":"Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering","created":"2026-09-29","cited_by_count":1,"area":"mllm"},{"id":"2604.02870","title":"Token Warping Helps MLLMs Look from Nearby Viewpoints","created":"2026-04-03","cited_by_count":0,"area":"mllm"},{"id":"2606.05677","title":"LongSpace: Exploring Long-Horizon Spatial Memory from Perception to Recall in Video","created":"2026-06-04","cited_by_count":0,"area":"mllm"},{"id":"2606.19776","title":"Occ-VLM: Occupancy Grounded Vision Language Model for Indoor Scene Understanding","created":"2026-06-18","cited_by_count":0,"area":"mllm"},{"id":"2606.22617","title":"OmniSpace: Efficient Geometry Awareness for Autonomous Vehicles MLLMs","created":"2026-06-21","cited_by_count":0,"area":"mllm"},{"id":"2607.15054","title":"Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding","created":"2026-07-16","cited_by_count":0,"area":"mllm"},{"id":"2607.21595","title":"3D-Aware VLMs with Implicit and Explicit Geometries","created":"2026-07-23","cited_by_count":0,"area":"mllm"},{"id":"2609.02359","title":"TempoGround: State-Aware Streaming Visual Grounding with Vision-Language Models","created":"2026-09-02","cited_by_count":0,"area":"mllm"},{"id":"2609.33109","title":"Toward Comprehensive 3D Grounding: Orientation Grounding through Vision-Language Models","created":"2026-09-27","cited_by_count":0,"area":"mllm"},{"id":"2609.39665","title":"ChronoGraph: Functional 4D Scene Graphs with Vision-Language Models for Interaction Understanding and Grounded Planning","created":"2026-09-30","cited_by_count":0,"area":"mllm"}],"next_cursor":null}