SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality Paper • 2306.14610 • Published Jun 26, 2023 • 2
m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks Paper • 2403.11085 • Published Mar 17, 2024
TACO: Learning Multi-modal Action Models with Synthetic Chains-of-Thought-and-Action Paper • 2412.05479 • Published Dec 7, 2024
ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models Paper • 2412.07012 • Published Dec 9, 2024 • 1
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations Paper • 2506.04633 • Published Jun 5, 2025 • 21
Explain Before You Answer: A Survey on Compositional Visual Reasoning Paper • 2508.17298 • Published Aug 24, 2025 • 4
SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning Paper • 2512.13874 • Published Dec 15, 2025 • 18
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding Paper • 2601.10611 • Published Jan 15 • 36
VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models Paper • 2603.24575 • Published Mar 25 • 19
VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models Paper • 2603.24575 • Published Mar 25 • 19
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation Paper • 1909.04696 • Published Sep 10, 2019 • 1
GraspMolmo: Generalizable Task-Oriented Grasping via Large-Scale Synthetic Data Generation Paper • 2505.13441 • Published May 19, 2025 • 1
SIMS-V: Simulated Instruction-Tuning for Spatial Video Understanding Paper • 2511.04668 • Published Nov 6, 2025 • 6
SAT: Dynamic Spatial Aptitude Training for Multimodal Language Models Paper • 2412.07755 • Published Dec 10, 2024 • 3
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples Paper • 2410.14669 • Published Oct 18, 2024 • 39
COLA: How to adapt vision-language models to Compose Objects Localized with Attributes? Paper • 2305.03689 • Published May 5, 2023 • 5