What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities

Wendong Bu; Yang Wu; Qifan Yu; Minghe Gao; Bingchen Miao; Zhenkui Zhang; Kaihang Pan; Yunfei Li; Mengze Li; Wei Ji; Juncheng Li; Siliang Tang; Yueting Zhuang

2025 ICML ICML 2025

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

❓ The Questioner

Authors

Wendong Bu, Yang Wu, Qifan Yu, Minghe Gao, Bingchen Miao, Zhenkui Zhang, Kaihang Pan, Yunfei Li, Mengze Li, Wei Ji, Juncheng Li, Siliang Tang, Yueting Zhuang

Topics

Artificial Intelligence > Core AI > Agent Systems Artificial Intelligence > Core AI > Multimodal Learning Artificial Intelligence > Core AI > Large Language Models

Keywords

multimodal large language model virtual agent graph-based tasks human acceptance rate self-generating benchmark subtask composition

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