RSHR-Bench - Multiple Choice - MTEM@1: leaderboard

Primary RSHR-Bench remote-sensing high-resolution evaluation. Multiple Choice - MTEM@1. Multiple choice and open-ended judge-threshold protocols remain separate. Captioning uses the 1,000-image main-paper subset. Text-only baselines retain their input configuration.

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Around January 2027. 17 models tracked.

Top models

#ModelScoreOverall rank
1GPT-552.6#94
2GPT-4o47.4#334
3GPT-4o Mini41.2#588
4Gemini 2.5 Pro32.6#150
5Qwen 2.5 VL 7B0#632

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=rshr-bench-multiple-choice-mtem-1 · How It Works · Data refreshed daily, snapshot 2026-10-16.