{"total":26,"rows":[{"id":"2503.22976","title":"From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D","created":"2025-03-29","cited_by_count":138,"area":"mllm"},{"id":"2503.13111","title":"MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs","created":"2025-03-17","cited_by_count":73,"area":"mllm"},{"id":"2509.13317","title":"3D Aware Region Prompted Vision Language Model","created":"2025-09-16","cited_by_count":33,"area":"mllm"},{"id":"2605.12500","title":"SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture","created":"2026-05-12","cited_by_count":32,"area":"mllm"},{"id":"2508.13142","title":"Holistic Evaluation of Multimodal LLMs on Spatial Intelligence","created":"2025-08-18","cited_by_count":29,"area":"mllm"},{"id":"2505.17012","title":"SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence","created":"2025-05-22","cited_by_count":24,"area":"mllm"},{"id":"2506.07966","title":"SpaCE-10: A Comprehensive Benchmark for Multimodal Large Language Models in Compositional Spatial Intelligence","created":"2025-06-09","cited_by_count":23,"area":"mllm"},{"id":"2605.28820","title":"From Pixels to Words -- Towards Native One-Vision Models at Scale","created":"2026-05-27","cited_by_count":8,"area":"mllm"},{"id":"2507.20174","title":"LRR-Bench: Left, Right or Rotate? Vision-Language models Still Struggle With Spatial Understanding Tasks","created":"2025-07-27","cited_by_count":6,"area":"mllm"},{"id":"2605.05668","title":"Large Vision-Language Models Get Lost in Attention","created":"2026-05-07","cited_by_count":5,"area":"mllm"},{"id":"2603.22278","title":"The Dual Mechanisms of Spatial Variable Binding in Vision-Language Models","created":"2026-03-23","cited_by_count":4,"area":"mllm"},{"id":"2605.30307","title":"Grounded 3D-Aware Spatial Vision-Language Modeling","created":"2026-05-28","cited_by_count":3,"area":"mllm"},{"id":"2503.09348","title":"MOAT: Evaluating LMMs for Capability Integration and Instruction Grounding","created":"2025-03-12","cited_by_count":2,"area":"mllm"},{"id":"2602.22716","title":"SoPE: Spherical Coordinate-Based Positional Embedding for Enhancing Spatial Perception of 3D LVLMs","created":"2026-02-26","cited_by_count":2,"area":"mllm"},{"id":"2604.00799","title":"Multimodal Language Models Cannot Spot Spatial Inconsistencies","created":"2026-04-01","cited_by_count":2,"area":"mllm"},{"id":"2604.20012","title":"EmbodiedMidtrain: Bridging the Gap between Vision-Language Models and Vision-Language-Action Models via Mid-training","created":"2026-04-21","cited_by_count":2,"area":"mllm"},{"id":"2605.12586","title":"3D Primitives are a Spatial Language for VLMs","created":"2026-05-12","cited_by_count":2,"area":"mllm"},{"id":"2609.06535","title":"3DHarnessBench: Probing Agentic 3D-to-Code Capabilities of Frontier Vision-Language Models","created":"2026-09-06","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":"2604.09531","title":"VisionFoundry: Teaching VLMs Visual Perception with Synthetic Images","created":"2026-04-10","cited_by_count":0,"area":"mllm"},{"id":"2606.19915","title":"SpatialSV: Internalizing Interpretable 3D Spatial Awareness in MLLMs via Task-Oriented Visual Supervision","created":"2026-06-18","cited_by_count":0,"area":"mllm"},{"id":"2609.14973","title":"PhysBrain 1.5: From Vision-Language Models to Physical Foundation Models","created":"2026-09-14","cited_by_count":0,"area":"mllm"},{"id":"2609.16610","title":"EgoPathBench: Evaluating Zero-Shot Egocentric Waypoint Decision-Making in Vision-Language Models","created":"2026-09-15","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":"2609.38285","title":"GaugeVLM: Structuring Spatial Supervision with Measured Geometric Interventions","created":"2026-09-29","cited_by_count":0,"area":"mllm"},{"id":"2610.00854","title":"Are Frontier VLM Agents Ready to Be Robot Generalists? An Empirical Study with the Embodied Agent Arena","created":"2026-10-01","cited_by_count":0,"area":"mllm"}],"next_cursor":null}