Can In-context Learning Really Generalize to Out-of-distribution Tasks? Paper • 2410.09695 • Published Oct 13, 2024
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark Paper • 2509.24897 • Published Sep 29, 2025 • 46
Monet: Reasoning in Latent Visual Space Beyond Images and Language Paper • 2511.21395 • Published Nov 26, 2025 • 19
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Paper • 2605.18984 • Published 29 days ago • 22
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published 22 days ago • 38
Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors Paper • 2210.06807 • Published Oct 13, 2022
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published 22 days ago • 38
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning Paper • 2605.22012 • Published 26 days ago • 46
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Paper • 2605.18984 • Published 29 days ago • 22
Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling Paper • 2605.13062 • Published May 13 • 33
Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Paper • 2605.10780 • Published May 12 • 33