Challenge Tracks
Challenge track details for CVPR 2026 are being finalized. Stay tuned for announcements!
- Dense Modification Composed Video Retrieval
- See Beyond Frames: The Implicit Video Reasoning Challenge
- TimeLogic QA: Evaluating Temporal Reasoning in Videos
Reasoning-based video retrieval requiring models to interpret causal, temporal, and semantic modifications across video pairs.
Testing models' ability to infer spatial, narrative, and causal relationships that extend beyond what is directly visible in video frames.
Assessing temporal logical understanding including operators like Before, After, Until, Since, and event ordering across video sequences.
Each track tests a different aspect of VidLLMs. Challenge links will be provided when available.
Challenge Prizes
Prizes will be awarded across the challenge tracks. Details TBD. Winners will be decided by leaderboard ranking and review.
Key Dates
- Challenge Begins: TBD
- Validation Leaderboard Opens: TBD
- Test Set Release: TBD
- Test Submission Deadline: TBD
- Award Ceremony: During the Workshop