RSHR-Bench - Open Ended - MTEM@80: leaderboard

Primary RSHR-Bench remote-sensing high-resolution evaluation. Open Ended - MTEM@80. 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: Reported score (0–100). Source: arxiv.org. Saturation forecast: Around January 2027. 16 models tracked.

Top models

#ModelScoreOverall rank
1GPT-572.8#94
2GPT-4o Mini72.5#588
3GPT-4o68.9#334
4Gemini 2.5 Pro20.6#150
5Qwen 2.5 VL 7B2.6#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-open-ended-mtem-80 · How It Works · Data refreshed daily, snapshot 2026-10-16.