Mantis-8B-siglip-llama3: benchmark results

Provider: Salesforce. Released 2024-05-29. Access: Open.

Aggregate Rating 1318 ± 36, rank #8366 of 10916 rated models, from 449 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
OpenVLM MMT-Bench - Spot The Diff95Score (%)97.3
OpenVLM MMT-Bench - Web Shopping55Score (%)94.4
OpenVLM MMT-Bench - Color Constancy71.4Score (%)94.2
OpenVLM MMT-Bench - MIA75Score (%)93.2
OpenVLM MMT-Bench - Scene Emotion Recognition65Score (%)93.2
OpenVLM MMT-Bench - Tech Engineering50Score (%)93
OpenVLM MMT-Bench - Sign Language Recognition45Score (%)91.7
OpenVLM MMT-Bench - Traffic Sign Understanding90Score (%)86.2
OpenVLM Q-Bench - Yes-or-No (In-context Distortion)77.8Accuracy (%)85.8
OpenVLM MMT-Bench - Action Quality Assessment30Score (%)84.7
OpenVLM MMT-Bench - Texture Material Recognition80Score (%)84.5
OpenVLM MMT-Bench - Waste Recognition100Score (%)84.5

Interactive version: theaggregate.ai/model?slug=mantis-8b-siglip-llama3 · How It Works · Data refreshed daily, snapshot 2026-11-08.