{"total":18,"rows":[{"id":"2606.14777","title":"JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence","created":"2026-06-10","cited_by_count":14,"area":null},{"id":"2607.14935","title":"VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding","created":"2026-07-16","cited_by_count":10,"area":null},{"id":"2605.26485","title":"OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants","created":"2026-05-26","cited_by_count":4,"area":null},{"id":"2605.17260","title":"LiteFrame: Efficient Vision Encoders Unlock Frame Scaling in Video LLMs","created":"2026-05-17","cited_by_count":2,"area":null},{"id":"2608.07014","title":"Stable Curves, Unstable Items: Item-Level Scaling Heterogeneity in Video LLMs","created":"2026-08-07","cited_by_count":2,"area":null},{"id":"2605.07593","title":"TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2605.22907","title":"VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding","created":"2026-05-21","cited_by_count":1,"area":null},{"id":"2606.03920","title":"Benchmarking Visual State Tracking in Multimodal Video Understanding","created":"2026-06-02","cited_by_count":1,"area":null},{"id":"2610.06616","title":"Video Encoders Built on Image Representations","created":"2026-10-05","cited_by_count":1,"area":null},{"id":"2605.09904","title":"TOC-Bench: A Temporal Object Consistency Benchmark for Video Large Language Models","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2606.20970","title":"CogniRoute: Learning to Route Social Evidence in Omni-Modal Models","created":"2026-06-18","cited_by_count":0,"area":null},{"id":"2606.29023","title":"Efficient Spatio-Temporal Grounding with Multimodal Large Models via Second-Level Tracking and RL Verification","created":"2026-06-27","cited_by_count":0,"area":null},{"id":"2608.04939","title":"Reading Between the Frames of Multimodal Drivelology","created":"2026-08-05","cited_by_count":0,"area":null},{"id":"2608.31005","title":"From Intent to Evidence: Policy-Steered Multi-Strategy Retrieval for Long-Video Agents","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2609.08079","title":"VI-Bench: Benchmarking Prompt Inversion from AIGC Videos","created":"2026-09-08","cited_by_count":0,"area":null},{"id":"2609.13288","title":"Target-Checked Reliability Score Refinement for Video Question Answering","created":"2026-09-09","cited_by_count":0,"area":null},{"id":"2609.25738","title":"OmniFysics-Nano-V2 Technical Report: Understanding the Physical World Across Modalities","created":"2026-09-22","cited_by_count":0,"area":null},{"id":"2610.05398","title":"MMPostTrainBench: Benchmarking Autonomous Research for Multimodal Post-Training","created":"2026-10-04","cited_by_count":0,"area":null}],"next_cursor":null}