AutoSciRub generates task-specific evaluation rubrics before autonomous research agents execute scientific workflows, decomposing underspecified instructions into atomic scientific goals, grounding…
Matrix-Game 3.5 is an interactive world model advancing real-time streaming generation through a geometry-aware memory framework with patch-memory and tiled-PRoPE…
This paper introduces MineAmongUs, a 3D multimodal sandbox environment based on Among Us in which AI agents attempt deception through…
KATok is a transformer-based VAE with an adaptive token selector for more efficient video compression, evaluating each token’s informativeness and…
This paper introduces FACE-Eval, a 5,100-sample benchmark testing how chain-of-thought faithfulness varies based on whether preference cues originate from the…
PaperBanana-Interact is a multi-agent system for refining scientific diagrams through iterative human feedback, accompanied by MTPaperBananaBench, a benchmark of 292…
NavMCP integrates vision-language models with navigation foundation models through three communication channels — intent, observation, and memory — to enable…
MNIST-PRO transforms classic MNIST digit recognition into a sequential, glimpse-based search task under partial observability, evaluating how multimodal models construct…
This paper introduces Image Bundle Composition (IBC), shifting image retrieval from scoring individual photos to dynamically assembling cohesive image collections…
WebWorld uses a web browser as a world model to improve vision-language models’ ability to generate and fix web code,…
ContextBias introduces ContextBench, a benchmark of 92 professional roles and 1,656 controlled prompts, to test whether stereotypical associations between professions…
CoVA-SFT is a structured corpus of 51,900 samples containing over 222,000 multimodal reasoning steps, designed to train multimodal language models…
