Papers by Fernando De la Torre
On the Fine-Grained Planning Abilities of VLM Web Agents (2025.findings-emnlp)
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| Challenge: | Vision-Language Models (VLMs) have shown promise as web agents, yet their planning has been overlooked. |
| Approach: | They propose to examine VLMs’ ability to understand temporal relationships within web contexts and assess plans of actions across diverse scenarios. |
| Outcome: | The proposed models exhibit limited performance in the above skills and are not reliable to function as web agents. |