Papers with long-range reasoning capabilities
MMInA: Benchmarking Multihop Multimodal Internet Agents (2025.findings-acl)
Copied to clipboard
| Challenge: | Existing benchmarks fail to assess embodied agents in a realistic, evolving environment for compositional Internet tasks. |
| Approach: | They propose a multihop and multimodal benchmark to evaluate embodied agents for compositional Internet tasks. |
| Outcome: | The proposed protocol significantly improves the performance of both the single-hop and multihop web browsing abilities. |