Original Papers
Archival submissions aligned with workshop themes, following ECCV formatting guidelines (4–14 pages excluding references).
Computer Vision/CORE Unranked
BEAM 2 2026
2nd Workshop on Benchmarking Evidence-Aligned Multimodal Reasoning
BEAM 2 @ ECCV 2026 is a half-day workshop focused on advancing benchmarking methods for multimodal reasoning that go beyond accuracy-only evaluation. It emphasizes evidence-aligned evaluation, requiring models to ground their predictions in verifiable perceptual signals such as bounding boxes, frames, or audio timestamps, and promotes composite metrics that jointly assess answer correctness and reasoning grounding.
Key deadlines
Verified September 9, 2026Full paper
July 30, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
July 30, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Position Statements
Non-archival submissions aligned with workshop themes, following ECCV formatting guidelines (4–14 pages excluding references).
Benchmark Reports
Non-archival submissions aligned with workshop themes, following ECCV formatting guidelines (4–14 pages excluding references).
Research areas in scope
01
Scope Topics of Interest
Reasoning-Aware BenchmarksPerceptual Grounding & LocalizationExplanation FaithfulnessComposite MetricsCounterfactual & Perturbation EvaluationsHuman Evaluation & AuditingBias, Robustness & FairnessBenchmark Governance
Policies worth checking twice
- Submissions must follow ECCV formatting guidelines.
- Papers must be between 4 and 14 pages excluding references.
- Accepted original submissions will be archival.
- Submissions must be made via OpenReview.
- Workshop is affiliated with ECCV 2026.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026