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upvoted a paper 4 days ago

PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives

Paper • 2608.13552 • Published 6 days ago • 44

upvoted a paper 5 days ago

The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images

Paper • 2608.06270 • Published 13 days ago • 7

upvoted a collection 6 days ago

InSight-doc

Collection

Agentic Visual Perception for Long-Document Understanding • 5 items • Updated 3 days ago • 1

upvoted a paper 6 days ago

InSight-doc: Agentic Visual Perception for Long-Document Understanding

Paper • 2608.10628 • Published 8 days ago • 11

upvoted a paper about 1 month ago

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

Paper • 2607.11886 • Published Jul 13 • 85

upvoted a paper about 2 months ago

Causal Discovery in the Era of Agents

Paper • 2606.23608 • Published Jun 22 • 8

upvoted 4 papers 5 months ago

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data

Paper • 2603.09206 • Published Mar 10 • 54

AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios

Paper • 2602.23166 • Published Feb 26 • 45

VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?

Paper • 2603.07888 • Published Mar 9 • 10

Reward Prediction with Factorized World States

Paper • 2603.09400 • Published Mar 10 • 2

upvoted 4 papers 7 months ago

OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization

Paper • 2106.03721 • Published Jun 7, 2021 • 1

CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving

Paper • 2203.07724 • Published Mar 15, 2022 • 1

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models

Paper • 2411.19757 • Published Nov 29, 2024 • 1

MapTrace: Scalable Data Generation for Route Tracing on Maps

Paper • 2512.19609 • Published Dec 22, 2025 • 3

upvoted a collection 7 months ago

InSight-o3

Collection

Empowering Multimodal Foundation Models with Generalized Visual Search • 5 items • Updated Mar 24 • 1

upvoted a paper 8 months ago

InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search

Paper • 2512.18745 • Published Dec 21, 2025 • 12

upvoted a paper almost 2 years ago

Personalized Visual Instruction Tuning

Paper • 2410.07113 • Published Oct 9, 2024 • 70