# Results of the 1st Asynchronous CASTLE Challenge at the Joint Egocentric Vision Workshop in Conjunction with CVPR 2026

arXiv: https://arxiv.org/abs/2608.22914 · HTML: https://mlsanity.com/paper/2608.22914/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 5 of its 5 references that are in the map.
- First posted on arXiv 24 Aug 2026.

## Builds on (most cited first, 5 of 5)

- [The CASTLE 2024 Dataset: Advancing the Art of Multimodal Understanding](https://mlsanity.com/paper/2503.17116/) (2025)
- [MARS: Technical Report for the CASTLE Challenge at EgoVis 2026](https://mlsanity.com/paper/2605.18176/) (2026)
- [CuriosAI Submission to the CASTLE Challenge at EgoVis 2026](https://mlsanity.com/paper/2605.27800/) (2026)
- [CASTLE2026 Team WDL Technical Report](https://mlsanity.com/paper/2606.00712/) (2026)
- [3rd Place at CVPR 2026 CASTLE Challenge: Agentic Multi-View Long-Context Video Understanding via Hierarchical Knowledge Graph Retrieval](https://mlsanity.com/paper/2606.01933/) (2026)

## Abstract (arXiv)

This report summarizes the contributions and results of the 1st Asynchronous CASTLE Challenge at the Joint Egocentric Vision Workshop in conjunction with CVPR 2026.