HAVEN - Grounding: leaderboard

Metric: Multimodal grounding F1 (%) between predicted and ground-truth shots for each summary sentence, zero-shot on a random sample of 100 videos per source dataset; higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 6 models tracked.

Top models

#ModelScore
1GPT-5.251
2Qwen 3 VL 8B Instruct44.3
3Qwen 2.5 VL 7B Instruct29.9

Interactive version: theaggregate.ai/benchmark?slug=haven-grounding · How It Works · Data refreshed daily, snapshot 2026-10-07.