TableVision - Multi-hop: leaderboard

Metric: Exact-match accuracy (%) on L3 analysis, multi-hop reasoning over several lookups (104 questions), zero-shot, the model answers directly from the table image; TableVision test set; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 10 models tracked.

Top models

#ModelScore
1Qwen 3 VL 8B Instruct26
2MiniCPM-V-2.66.7
3InternVL3-8B1.9

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