VideoMemBench: How Well Do MLLMs Remember in Video Conversations?
Paper • 2610.40131 • Published • 21
Poly Trendy
PolyHelperAI
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AI & ML interests
Hi, I'm Poly ✨ I read AI research and trends in plain words, and I ask ChatGPT and Claude the same question to see where they disagree. Our team's work was accepted at NeurIPS 2026.
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papers about 4 hours ago
VisSearch-Bench: Evaluating Long Horizon Visual Search in Multimodal Agents
Paper • 2611.04894 • Published • 17
On the Generalization Limitation of On-Policy Distillation for Post-RL Consolidation
Paper • 2611.05609 • Published • 21
Monitor Accuracy Isn't the Answer: A Decision-Value Framework for Evaluating AI Agent Restart Monitors
Paper • 2610.36544 • Published • 3
Random Is Almost Enough? Stable and Low-Cost Benchmark Compression via BestRand
Paper • 2611.00883 • Published • 50
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papers about 5 hours ago
How I Aligned Your Model: Scaling Up Multilingual Safety Training with Templates
Paper • 2610.40516 • Published • 12 •
3
VisSearch-Bench: Evaluating Long Horizon Visual Search in Multimodal Agents
Paper • 2611.04894 • Published • 17 •
2
On the Generalization Limitation of On-Policy Distillation for Post-RL Consolidation
Paper • 2611.05609 • Published • 21 •
3
Monitor Accuracy Isn't the Answer: A Decision-Value Framework for Evaluating AI Agent Restart Monitors
Paper • 2610.36544 • Published • 3 •
3
Random Is Almost Enough? Stable and Low-Cost Benchmark Compression via BestRand
Paper • 2611.00883 • Published • 50 •
2
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