InternLM-XComposer: benchmark results

Provider: Shanghai AI Lab. Released 2023-09-26.

Aggregate Rating 1219 ± 46, rank #9488 of 10916 rated models, from 408 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
OpenVLM MMT-Bench - Action Quality Assessment50Score (%)98.8
OpenVLM MME - Scene167.5Score97
OpenVLM MMBench V1.0 CN - RR83.4Accuracy (%)92.6
OpenVLM COCO Captions41CIDEr89
OpenVLM SEEDBench IMG - Instance Interaction77.3Accuracy (%)86.9
OpenVLM MMMU - Architecture and Engineering40Accuracy (%)73.9
OpenVLM CCBench - Cultural Relics52.6Accuracy (%)73.1
OpenVLM MME - Celebrity150.6Score67.5
OpenVLM MMMU - Mechanical Engineering40Accuracy (%)64
OpenVLM CCBench - Scenery and Buildings57.9Accuracy (%)63.9
OpenVLM MMBench V1.0 EN - AR82Accuracy (%)61.3
OpenVLM ScienceQA Test89.8Accuracy (%)60.8

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