QEVA: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering Paper โข 2604.24052 โข Published Apr 27
The PokeAgent Challenge: Competitive and Long-Context Learning at Scale Paper โข 2603.15563 โข Published Mar 16 โข 12
WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation Paper โข 2603.16871 โข Published Mar 17 โข 61
VILLAIN at AVerImaTeC: Verifying Image-Text Claims via Multi-Agent Collaboration Paper โข 2602.04587 โข Published Feb 4
CostNav: A Navigation Benchmark for Real-World Economic-Cost Evaluation of Physical AI Agents Paper โข 2511.20216 โข Published Nov 25, 2025
Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification Paper โข 2507.11004 โข Published Jul 15, 2025 โข 1
Visual Funnel: Resolving Contextual Blindness in Multimodal Large Language Models Paper โข 2512.10362 โข Published Dec 11, 2025 โข 1
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI Paper โข 2510.05684 โข Published Oct 7, 2025 โข 147
Exploring Fine-Tuning of Large Audio Language Models for Spoken Language Understanding under Limited Speech data Paper โข 2509.15389 โข Published Sep 18, 2025 โข 3
Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation Paper โข 2505.21033 โข Published May 27, 2025 โข 3
KOFFVQA: An Objectively Evaluated Free-form VQA Benchmark for Large Vision-Language Models in the Korean Language Paper โข 2503.23730 โข Published Mar 31, 2025 โข 3