abab7-preview: benchmark results

Provider: MiniMax. Released 2024-11-06. Access: API.

Aggregate Rating 1575 ± 33, rank #1329 of 10916 rated models, from 433 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
OpenVLM MMT-Bench - Instance Captioning100Score (%)99.8
OpenVLM MMMU - Music50Accuracy (%)99.5
OpenVLM MMT-Bench - Health and Medicine92.9Score (%)99
OpenVLM MMT-Bench - Counting By Reasoning95Score (%)98.8
OpenVLM MME - Color195Score98.7
OpenVLM MMT-Bench - Image Quality Assessment75Score (%)98.5
OpenVLM LLaVA-Bench - Conv101.4Score98.3
OpenVLM MMT-Bench - Religious Recognition85Score (%)98.3
OpenVLM MMT-Bench - Tech Engineering61.1Score (%)98.3
OpenVLM MMMU - Diagnostics and Laboratory Medicine56.7Accuracy (%)98.2
OpenVLM MMT-Bench - Weapon Recognition100Score (%)98.1
OpenVLM MMMU - Management76.7Accuracy (%)97

Interactive version: theaggregate.ai/model?slug=abab7-preview · How It Works · Data refreshed daily, snapshot 2026-11-08.