TableVision - Retrieval: leaderboard

Metric: Exact-match accuracy (%) on L1 perception, locating and reading specific cells (371 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 Instruct78.8
2MiniCPM-V-2.673
3InternVL3-8B36.4

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