MPBench

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification MPBench, a comprehensive benchmark for assessing the effectiveness of multimodal process reward models (PRMs) in various scenarios, achieved through three evaluation paradigms: Step Correctness, Answer Aggregation, and Reasoning P

Papers using MPBench (2)

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification2025 · 10 citesFrom Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents2026