The 2nd Workshop on the Evaluation of Generative Foundation Models at CVPR 2026

EVGENFM2026

Workshop Date, June 6-12, 2026 (Exact day TBD)

Workshop Location, Colorado Convention Center, Denver, CO (Room TBD)

As Generative Foundation Models (GenFMs) continue to reshape the AI landscape, the need for robust evaluation methodologies has never been more critical. Since our inaugural workshop at CVPR 2024, we have witnessed an explosion in GenFM capabilities—from increasingly sophisticated Large Language Models (LLMs) to revolutionary video generation systems, 3D content creation, and multimodal agents that seamlessly integrate vision, language, and action. These advances bring both tremendous promise and unprecedented challenges in ensuring reliability, safety, and alignment with human values.

The 2nd Workshop on Evaluation for Generative Foundation Models at CVPR 2026 builds on the momentum of our successful first edition to address the evolving evaluation landscape. As GenFMs become more capable and widely deployed, we face new frontiers in assessment: evaluating long-form video generation, measuring 3D consistency, benchmarking agentic behaviors, and developing metrics that capture nuanced aspects of creativity, factuality, and safety. This workshop brings together researchers from academia and industry to share cutting-edge evaluation methodologies, discuss emerging challenges, and chart a path toward more comprehensive and reliable assessment frameworks for the next generation of foundation models.

Workshop Schedule

Gathering + Poster Setup

June 2026, Time TBD (MDT)

Opening Remarks

June 2026, Time TBD (MDT)

Keynote 1 (Speaker TBD)

Talk Title TBD
June 2026, Time TBD (MDT)

Keynote 2 (Speaker TBD)

Talk Title TBD
June 2026, Time TBD (MDT)

Keynote 3 (Speaker TBD)

Talk Title TBD
June 2026, Time TBD (MDT)

Spotlight Presentations

June 2026, Time TBD (MDT)

Poster Session + Coffee Break

June 2026, Time TBD (MDT)

Keynote 4 (Speaker TBD)

Talk Title TBD
June 2026, Time TBD (MDT)

Oral Presentations

Selected Papers TBD
June 2026, Time TBD (MDT)

Panel Discussion

June 2026, Time TBD (MDT)

Keynote 5 (Speaker TBD)

Talk Title TBD
June 2026, Time TBD (MDT)

Keynote 6 (Speaker TBD)

Talk Title TBD
June 2026, Time TBD (MDT)

Closing Remarks

June 2026, Time TBD (MDT)


Invited Speakers and Panelists

Speaker 1 (TBD)

Affiliation TBD

Speaker 2 (TBD)

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Speaker 3 (TBD)

Affiliation TBD

Speaker 4 (TBD)

Affiliation TBD

Speaker 5 (TBD)

Affiliation TBD

Speaker 6 (TBD)

Affiliation TBD


Accepted Papers

  • Metrics and benchmarks for assessing temporal consistency, motion quality, and semantic alignment in video generation models.

  • Evaluation methodologies for 3D asset generation, including geometric consistency, texture quality, and multi-view coherence.

  • Frameworks for assessing agentic behaviors, tool use, planning capabilities, and real-world task completion in multimodal systems.

  • Methods for evaluating harmful content generation, bias detection, and alignment with human values across modalities.

  • Techniques for measuring factual accuracy, detecting hallucinations, and ensuring grounded generation in vision-language models.

  • Evaluation approaches that balance model performance with computational efficiency and scalability considerations.

  • Best practices for human evaluation studies, including annotation protocols, inter-rater reliability, and crowdsourcing strategies.

  • Principles and methodologies for creating robust, comprehensive, and future-proof evaluation benchmarks for GenFMs.


Program Committee

PC Member 1 (TBD)

Affiliation TBD

PC Member 2 (TBD)

Affiliation TBD

PC Member 3 (TBD)

Affiliation TBD

PC Member 4 (TBD)

Affiliation TBD

PC Member 5 (TBD)

Affiliation TBD

PC Member 6 (TBD)

Affiliation TBD

PC Member 7 (TBD)

Affiliation TBD

PC Member 8 (TBD)

Affiliation TBD


Special thanks: we thank Ece Kamar from Microsoft Research for her support of our workshop.


Organizers

Organizer 1 (TBD)

Affiliation TBD (Primary Contact)

Organizer 2 (TBD)

Affiliation TBD

Organizer 3 (TBD)

Affiliation TBD

Organizer 4 (TBD)

Affiliation TBD

Organizer 5 (TBD)

Affiliation TBD

© 2026 EVGENFM2026

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